ReLu ResNets Singular points

Characterizing ResNets with 2d input and no bottle neck How is the necessary singular point realized?

import torch
import torch.nn as nn
import torch.nn.functional as F
import numpy as np
import matplotlib.pyplot as plt
from torch.utils.data import TensorDataset, DataLoader
from matplotlib.colors import to_rgb
from matplotlib.colors import LinearSegmentedColormap

# Model Params
num_hidden = 6 # number of hidden layers. The total network has additionl 2 layers: input to hidden + hidden to output
input_dim = 2
hidden_dim = 2
output_dim = 1
activation = 'tanh'


#load or train
# load_path = 'resnet_5_CE' #set to False for training
# load_path = 'resnet_7_MSE'
# load_path = 'last'
load_path = 'tanh_1d_MSE'

# Training Params
cross_entropy = False #MSE loss leads to worse results for the architecture with 5 layers. at the moment the fewer layers the better thats why CE is chosen
num_epochs = 600

# Generate training data
# seed = np.random.randint(1000)
seed = 663
print(seed)
np.random.seed(seed)
torch.manual_seed(seed)
n_points = 1000
inner_radius = 0.5
outer_radius = 1
buffer = 0.2

# Points on ring
angles_ring = np.random.uniform(0, 2 * np.pi, n_points)
radius_ring = np.random.uniform(inner_radius, outer_radius, n_points)
x_ring = radius_ring * np.cos(angles_ring)
y_ring = radius_ring * np.sin(angles_ring)
ring_points = np.stack((x_ring, y_ring), axis=1)

# Points inside ring
angles_inside = np.random.uniform(0, 2 * np.pi, n_points)
radius_inside = inner_radius * np.sqrt(np.random.uniform(0, 1, n_points))
x_inside = (radius_inside-buffer) * np.cos(angles_inside)
y_inside = (radius_inside-buffer) * np.sin(angles_inside)
inside_points = np.stack((x_inside, y_inside), axis=1)

# Labels
if cross_entropy:
    labels_ring = np.ones((n_points, 1))
    labels_inside = np.zeros((n_points, 1))    
else:
    labels_ring = np.ones((n_points, 1))
    labels_inside = -np.ones((n_points, 1))

# Combine data
data = np.vstack((ring_points, inside_points))
labels = np.vstack((labels_ring, labels_inside))

# Convert to tensors
data_tensor = torch.tensor(data, dtype=torch.float32)
labels_tensor = torch.tensor(labels, dtype=torch.float32)

# Create DataLoader
dataset = TensorDataset(data_tensor, labels_tensor)
dataloader = DataLoader(dataset, batch_size=64, shuffle=True)

# Plot the data
plt.figure(figsize=(8, 8))
plt.scatter(ring_points[:, 0], ring_points[:, 1], s=20, c='C1', alpha = 0.5, label='Ring Points')
plt.scatter(inside_points[:, 0], inside_points[:, 1], s=20, c='C0', alpha = 0.5, label='Inside Points')
plt.xlabel('X')
plt.ylabel('Y')
plt.legend()
plt.title('Training Dataset: Ring and Inside Points')
plt.axis('equal')
plt.grid(True)

663

for input, label in dataloader:
    print(input[:5], label[:5])
    break

tensor([[-0.1355, -0.1834],
        [ 0.0032,  0.0205],
        [-0.4300,  0.3244],
        [ 0.1358,  0.1596],
        [-0.3810, -0.4523]]) tensor([[-1.],
        [-1.],
        [ 1.],
        [-1.],
        [ 1.]])

Initialize model, optimizer, and loss function

class ResidualBlock(nn.Module):
    def __init__(self, features, activation = 'relu'):
        super(ResidualBlock, self).__init__()
        self.fc = nn.Linear(features, features)
        if activation == 'relu':
            self.activation = nn.ReLU()
        if activation == 'tanh':
            self.activation = nn.Tanh()

    def forward(self, x):
        identity = x #cont here
        out = self.fc(x)
        out = self.activation(out)
        out = out + identity
        return out

class ResNet(nn.Module):
    def __init__(self, input_dim, hidden_dim, output_dim, num_hidden, output_layer = True, activation = 'relu'):
        super(ResNet, self).__init__()
        self.num_hidden = num_hidden
        self.input_fc = nn.Linear(input_dim, hidden_dim)
        if activation == 'relu':
            self.activation = nn.ReLU()
        if activation == 'tanh':
            self.activation = nn.Tanh()
            
        self.res_blocks = nn.Sequential(
            *[ResidualBlock(hidden_dim, activation = activation) for _ in range(num_hidden)]
        )
        self.output_fc = nn.Linear(hidden_dim, output_dim)

    def forward(self, x, output_layer = True):
        x = self.activation(self.input_fc(x))
        x = self.res_blocks(x)
        if output_layer:
            x = self.output_fc(x)
        return x
    
    '''
    sub_model is used to access a partial network of the input to output network
    layers are counted from 0 (input to hidden dim) until nth layer ( (n-1)th hidden layer to output layer)
    from_layer is the starting layer that is included in the sub_model
    to_layer is the final layer included in the sub_model
    e.g. from_layer = 1, to_layer = 2 includes the first two ResBlocks
    initial layer is counted as layer 0
    hidden to output layer is counted as final layer
    '''
    def sub_model(self, x, from_layer, to_layer):
        if to_layer > self.num_hidden + 1:
            print('Error: to_layer is larger than existing number of layers')
            return
        if from_layer > to_layer:
            print('Error: to_layer cannot be larger than from_layer')
        
        
        if from_layer == 0:
            x = self.activation(self.input_fc(x))
            from_layer += 1 #if from_layer = 0 I need to increase the from_layer count

        if to_layer > 0 and from_layer < self.num_hidden + 1:
            reduced_block = self.res_blocks[from_layer - 1 : to_layer] #from layer 1 to 2 means hidden layer 0 to hidden layer 1
            x = reduced_block(x)
        if to_layer == self.num_hidden + 1:
            x = self.output_fc(x)
        return x
            
# test_model = ResNet(input_dim=input_dim, hidden_dim=hidden_dim, output_dim=output_dim, num_hidden=num_hidden)

# for l in range(0,10):
#     print(l)
#     test = test_model.sub_model(torch.tensor([1.,1.]), to_layer = l, from_layer = 1)
#     print(test)
#     test2 = test_model.sub_model(torch.tensor([1.,1.]), to_layer = l, from_layer = l)
#     print(test2)
    

# if cross_entropy:
#     output_dim = 2
# else: output_dim = 1



model = ResNet(input_dim=input_dim, hidden_dim=hidden_dim, output_dim=output_dim, num_hidden=num_hidden, activation = activation)

if not 'load_path':  # Only enter retry loop if no model is being loaded
    
    optimizer = torch.optim.Adam(model.parameters(), lr=0.01)
    if cross_entropy: 
        criterion = nn.BCEWithLogitsLoss()
    else: criterion = nn.MSELoss()

    print(criterion)
    # Training loop

    losses = []

    for epoch in range(num_epochs):
        epoch_loss = 0
        for inputs, targets in dataloader:
            optimizer.zero_grad()
            outputs = model(inputs)
            # print(outputs.size())
            loss = criterion(outputs, targets)
            loss.backward()
            optimizer.step()
            epoch_loss += loss.item()
        
        if (epoch+1) % 20 == 0 or epoch == 0:
            print(f'Epoch [{epoch+1}/{num_epochs}], Loss: {epoch_loss/len(dataloader):.4f}')
        losses.append(epoch_loss / len(dataloader))
        
# --- Save Checkpoint ---
    checkpoint = {
        'model_state_dict': model.state_dict(),
        'optimizer_state_dict': optimizer.state_dict(), # Good practice to save optimizer state too
        'losses': losses,
        'seed': seed,
        'epoch': epoch, # Save the last epoch number
        'input_dim': input_dim, # Save hyperparameters for verification/reproducibility
        'hidden_dim': hidden_dim,
        'output_dim': output_dim,
        'num_blocks': num_hidden,
        'cross_entropy': cross_entropy
    }
    save_path = f'last.pth'
    torch.save(checkpoint, save_path)
    print(f'Checkpoint saved to {save_path}')
    # We have the losses from training directly
        


else:
    load_path = load_path + '.pth'
    try:
        print(f"--- Loading Checkpoint from: {load_path} ---")
        checkpoint = torch.load(load_path)

        # Load model state
        model.load_state_dict(checkpoint['model_state_dict'])

        # Load losses and seed from the checkpoint
        losses = checkpoint.get('losses', []) # Use .get for backward compatibility if 'losses' key is missing
        loaded_seed = checkpoint.get('seed', 'Not Found') # Use .get for backward compatibility

        # Optionally load optimizer state if you plan to resume training
        # optimizer = torch.optim.Adam(model.parameters()) # Re-initialize optimizer
        # optimizer.load_state_dict(checkpoint['optimizer_state_dict'])
        # start_epoch = checkpoint['epoch'] + 1 # To resume training

        # Load other saved info (optional, but good for verification)
        loaded_input_dim = checkpoint.get('input_dim', 'Not Found')
        loaded_hidden_dim = checkpoint.get('hidden_dim', 'Not Found')
        loaded_output_dim = checkpoint.get('output_dim', 'Not Found')
        loaded_num_blocks = checkpoint.get('num_blocks', 'Not Found')
        loaded_cross_entropy = checkpoint.get('cross_entropy', 'Not Found')
        last_epoch = checkpoint.get('epoch', 'Not Found')


        print(f"Model state loaded successfully.")
        print(f"Loaded training losses (Length: {len(losses)}).")
        print(f"Original training seed: {loaded_seed}")
        print(f"Model trained for {last_epoch + 1 if isinstance(last_epoch, int) else 'N/A'} epochs.")
        print(f"Saved Hyperparameters: Input={loaded_input_dim}, Hidden={loaded_hidden_dim}, Output={loaded_output_dim}, Blocks={loaded_num_blocks}, CrossEntropy={loaded_cross_entropy}")


        model.eval() # Set model to evaluation mode after loading
        print("Model set to evaluation mode.")

    except FileNotFoundError:
        print(f"Error: Checkpoint file not found at {load_path}")
        losses = [] # Ensure losses is an empty list if loading failed


# Plot training loss
plt.figure(figsize=(8, 5))
plt.plot(range(num_epochs), losses)
plt.xlabel('Epoch')
plt.ylabel('MSE Loss')
plt.title('Training Loss over Epochs')
plt.grid(True)
plt.show()

--- Loading Checkpoint from: tanh_1d_MSE.pth ---
Model state loaded successfully.
Loaded training losses (Length: 600).
Original training seed: 663
Model trained for 600 epochs.
Saved Hyperparameters: Input=2, Hidden=2, Output=1, Blocks=6, CrossEntropy=False
Model set to evaluation mode.

model.parameters

<bound method Module.parameters of ResNet(
  (input_fc): Linear(in_features=2, out_features=2, bias=True)
  (activation): Tanh()
  (res_blocks): Sequential(
    (0): ResidualBlock(
      (fc): Linear(in_features=2, out_features=2, bias=True)
      (activation): Tanh()
    )
    (1): ResidualBlock(
      (fc): Linear(in_features=2, out_features=2, bias=True)
      (activation): Tanh()
    )
    (2): ResidualBlock(
      (fc): Linear(in_features=2, out_features=2, bias=True)
      (activation): Tanh()
    )
    (3): ResidualBlock(
      (fc): Linear(in_features=2, out_features=2, bias=True)
      (activation): Tanh()
    )
    (4): ResidualBlock(
      (fc): Linear(in_features=2, out_features=2, bias=True)
      (activation): Tanh()
    )
    (5): ResidualBlock(
      (fc): Linear(in_features=2, out_features=2, bias=True)
      (activation): Tanh()
    )
  )
  (output_fc): Linear(in_features=2, out_features=1, bias=True)
)>

# Plot prediction contours
xx, yy = np.meshgrid(np.linspace(-1, 1, 100), np.linspace(-1, 1, 100))
grid = torch.tensor(np.c_[xx.ravel(), yy.ravel()], dtype=torch.float32)
with torch.no_grad():
    zz = torch.sigmoid(model(grid)).reshape(xx.shape).numpy()

colors = [to_rgb("C0"), [1, 1, 1], to_rgb("C1")] # first color is orange, last is blue
cm = LinearSegmentedColormap.from_list(
            "Custom", colors, N=40)

plt.figure(figsize=(10, 8))
plt.contourf(xx, yy, zz, levels=50, cmap=cm, alpha=0.8)
plt.colorbar(label='Prediction Probability')
plt.xlabel('X')
plt.ylabel('Y')
# plt.scatter(ring_points[:500, 0], ring_points[:500, 1], s=25, facecolors='C1', edgecolors='black', linewidths=0.5, alpha=0.5)
# plt.scatter(inside_points[:500, 0], inside_points[:500, 1], s=25, c='C0',  edgecolors='black', linewidths=0.5, alpha=0.5,  label='Inside Points')
plt.title('Model Prediction Contours')
# plt.axis('equal')
plt.grid(False)
plt.xlim(-1, 1)
plt.ylim(-1, 1)
plt.axis('tight')
plt.show()

Singular value computations and plotting

We want to determine singular points in the compact space

# Define a grid over the input space.
grid_size = 200 # Adjust as needed.

def psi_manual(x, func):
    """
    x: a tensor of shape (2,) representing a point in R^2.
    model: a function mapping R^2 to R^output_dim.
    
    Returns:
      The smallest singular value of the Jacobian of model at x.
    """
    # Ensure x is a leaf variable with gradient tracking enabled.
    x = x.clone().detach().requires_grad_(True)
    
    # Define a lambda function to ensure accurate input-output mapping
    # func = lambda inp: model(inp, output_layer = False)
    
    # Compute the Jacobian using torch.autograd.functional.jacobian (compatible with Python 3.8)
    jacobian = torch.autograd.functional.jacobian(func, x, create_graph=True)
    
    # Compute singular values using svdvals (available in PyTorch 1.8, compatible with Python 3.8)
    singular_values = torch.svd(jacobian, compute_uv=False)[1] #svd interprets here the jacobian as a SQUARE matrix of the largest dimension, hence it 
    
   
    return singular_values.detach().numpy()



x_range = np.linspace(-1, 1, grid_size)
y_range = np.linspace(-1, 1, grid_size)
psi_values = np.zeros((grid_size, grid_size, 2))

# Put the model in evaluation mode.
model.eval()
func = lambda inp: model(inp, output_layer = False)

# Evaluate psi(x) over the grid.
for i, xv in enumerate(x_range):
    for j, yv in enumerate(y_range):
        # Create a 2D point as a torch tensor.
        x_point = torch.tensor([xv, yv], dtype=torch.float32)
        psi_values[j, i,:] = psi_manual(x_point, func)

# Plot the contour corresponding to psi ~ 0.
plt.figure(figsize=(8, 6))
# Here we plot the contour at a small level, e.g., 0.01.
# CS = plt.contour(x_range, y_range, psi_values, levels=[0,0.05,0.1,0.2,0.3], colors='red')

# Define the number of levels for the contour plot
vmin1, vmax1 = psi_values[:, :, 1].min(), psi_values[:, :, 1].max()
num_levels = 100
levels1 = np.linspace(0, vmax1, num_levels)
# Create the contour plot using the 'binary' colormap
CS = plt.contourf(x_range, y_range, psi_values[:,:,1], levels=levels1, cmap = 'viridis')
cbar = plt.colorbar(CS)
plt.title('smallest singular value of Jacobian \nno output layer')
plt.xlabel('x1')
plt.ylabel('x2')
plt.show()

# Plot the contour corresponding to psi ~ 0.
plt.figure(figsize=(8, 6))
# Here we plot the contour at a small level, e.g., 0.01.
# CS = plt.contour(x_range, y_range, psi_values, levels=[0,0.05,0.1,0.2,0.3], colors='red')

# Define the number of levels for the contour plot

vmin0, vmax0 = psi_values[:, :, 0].min(), psi_values[:, :, 0].max()
num_levels = 100
levels0 = np.linspace(0, vmax0, num_levels)
# Create the contour plot using the 'binary' colormap
CS = plt.contourf(x_range, y_range, psi_values[:,:,0], levels=levels0, cmap = 'viridis')
cbar = plt.colorbar(CS)
plt.title('largest singular value of Jacobian \nno output layer')
plt.xlabel('x1')
plt.ylabel('x2')
plt.show()

import matplotlib.pyplot as plt
import numpy as np

# Put the model in evaluation mode.
model.eval()

# Prepare figure and axes
fig, axes = plt.subplots(2, num_hidden + 2, figsize=(5 * (num_hidden + 2), 10))  # Adjust figsize if needed

for layer in range(num_hidden + 2):
    func = lambda inp: model.sub_model(inp, from_layer=0, to_layer = layer)

    # Evaluate psi(x) over the grid.
    for i, xv in enumerate(x_range):
        for j, yv in enumerate(y_range):
            x_point = torch.tensor([xv, yv], dtype=torch.float32)
            psi_values[j, i, :] = psi_manual(x_point, func)

    # Determine contour levels
    vmin1, vmax1 = psi_values[:, :, 1].min(), psi_values[:, :, 1].max()
    num_levels_contour = 200
    levels1 = np.linspace(0, vmax1, num_levels_contour)

    # Plot smallest singular value (index 1) - first row
    ax = axes[0, layer] if num_hidden > 1 else axes[0]
    cs = ax.contourf(x_range, y_range, psi_values[:, :, 1], levels=levels1, cmap='viridis')
    fig.colorbar(cs, ax=ax)
    ax.set_title(f'Min SV\n layer_in = 0, layer_out = {layer}')
    ax.set_xlabel('x1')
    ax.set_ylabel('x2')
    ax.set_aspect('equal')
    
    # Determine contour levels
    vmin0, vmax0 = psi_values[:, :, 0].min(), psi_values[:, :, 0].max()
    num_levels_contour = 200
    levels0 = np.linspace(0, vmax0, num_levels_contour)
    

    # Plot largest singular value (index 0) - second row
    ax = axes[1, layer] if num_hidden > 1 else axes[1]
    cs = ax.contourf(x_range, y_range, psi_values[:, :, 0], levels=levels0, cmap='viridis')
    fig.colorbar(cs, ax=ax)
    ax.set_title(f'Max SV\n layer_in = 0, layer_out = {layer}')
    ax.set_xlabel('x1')
    ax.set_ylabel('x2')
    ax.set_aspect('equal')

plt.tight_layout()
plt.show()

import matplotlib.pyplot as plt
import numpy as np

# Put the model in evaluation mode.
model.eval()

# Prepare figure and axes
fig, axes = plt.subplots(2, num_hidden + 2, figsize=(5 * (num_hidden + 2), 10))  # Adjust figsize if needed

x_range = np.linspace(-1, 1, grid_size)
y_range = np.linspace(-1, 1, grid_size)

for layer in range(num_hidden + 2):
    func = lambda inp: model.sub_model(inp, from_layer = layer, to_layer=layer)

    # Evaluate psi(x) over the grid.
    for i, xv in enumerate(x_range):
        for j, yv in enumerate(y_range):
            x_point = torch.tensor([xv, yv], dtype=torch.float32)
            psi_values[j, i, :] = psi_manual(x_point, func)

    # Determine contour levels
    vmin1, vmax1 = psi_values[:, :, 1].min(), psi_values[:, :, 1].max()
    num_levels_contour = 200
    levels1 = np.linspace(0, vmax1, num_levels_contour)

    # Plot smallest singular value (index 1) - first row
    ax = axes[0, layer] if num_hidden > 1 else axes[0]
    cs = ax.contourf(x_range, y_range, psi_values[:, :, 1], 
                     levels=levels1,
                     cmap='viridis')
    fig.colorbar(cs, ax=ax)
    ax.set_title(f'Min SV\n layer {layer}')
    ax.set_xlabel('x1')
    ax.set_ylabel('x2')
    ax.set_aspect('equal')
    

    # Determine contour levels
    vmin0, vmax0 = psi_values[:, :, 0].min(), psi_values[:, :, 0].max()
    num_levels_contour = 200
    levels0 = np.linspace(0, vmax0, num_levels_contour)

    # Plot largest singular value (index 0) - second row
    ax = axes[1, layer] if num_hidden > 1 else axes[1]
    cs = ax.contourf(x_range, y_range, psi_values[:, :, 0],
                     levels=levels0, 
                     cmap='viridis')
    fig.colorbar(cs, ax=ax)
    ax.set_title(f'Max SV\n layer {layer}')
    ax.set_xlabel('x1')
    ax.set_ylabel('x2')
    ax.set_aspect('equal')

plt.tight_layout()
plt.show()

# Prepare figure and axes
fig, axes = plt.subplots(1, 2, figsize=(10 , 5))  # Adjust figsize if needed



class TestFunc(nn.Module):
    def __init__(self):
        super(TestFunc, self).__init__()

    def forward(self, x):
        return torch.norm(x)**2
    
    
def psi_manual_test(x, func):
    """
    x: a tensor of shape (2,) representing a point in R^2.
    model: a function mapping R^2 to R^output_dim.
    
    Returns:
      The smallest singular value of the Jacobian of model at x.
    """
    # Ensure x is a leaf variable with gradient tracking enabled.
    x = x.clone().detach().requires_grad_(True)
    
    # Define a lambda function to ensure accurate input-output mapping
    # func = lambda inp: model(inp, output_layer = False)
    
    # Compute the Jacobian using torch.autograd.functional.jacobian (compatible with Python 3.8)
    jacobian = torch.autograd.functional.jacobian(func, x, create_graph=True).unsqueeze(0)
    print(f'{jacobian = }')
    
    # Compute singular values using svdvals (available in PyTorch 1.8, compatible with Python 3.8)
    singular_values = torch.svd(jacobian, compute_uv=False)[1]
    print(f'{singular_values = }')
    
   
    return singular_values.detach().numpy()

test_func = TestFunc()

# Evaluate psi(x) over the grid.
for i, xv in enumerate(x_range):
    for j, yv in enumerate(y_range):
        x_point = torch.tensor([xv, yv], dtype=torch.float32)
        psi_values[j, i, :] = psi_manual_test(x_point, test_func)
        

# Determine contour levels
vmin1, vmax1 = psi_values[:, :, 1].min(), psi_values[:, :, 1].max()
num_levels_contour = 200
levels1 = np.linspace(0, vmax1, num_levels_contour)

# Plot smallest singular value (index 1) - first row
ax = axes[0]
cs = ax.contourf(x_range, y_range, psi_values[:, :, 1], 
                    levels=levels1,
                    cmap='viridis')
fig.colorbar(cs, ax=ax)
ax.set_title(f'Min SV\n layer {layer}')
ax.set_xlabel('x1')
ax.set_ylabel('x2')
ax.set_aspect('equal')


# Determine contour levels
vmin0, vmax0 = psi_values[:, :, 0].min(), psi_values[:, :, 0].max()
num_levels_contour = 200
levels0 = np.linspace(0, vmax0, num_levels_contour)

# Plot largest singular value (index 0) - second row
ax = axes[1] 
cs = ax.contourf(x_range, y_range, psi_values[:, :, 0],
                    levels=levels0, 
                    cmap='viridis')
fig.colorbar(cs, ax=ax)
ax.set_title(f'Max SV\n layer {layer}')
ax.set_xlabel('x1')
ax.set_ylabel('x2')
ax.set_aspect('equal')

plt.tight_layout()
plt.show()

jacobian = tensor([[-2., -2.]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8284], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8142], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7861], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7722], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7583], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7445], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7307], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7171], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6901], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6767], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6633], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6501], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6370], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6239], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6109], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5981], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5853], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5726], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5600], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5475], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5228], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4985], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4865], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4746], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4511], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4396], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4281], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4168], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4056], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3944], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3835], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3726], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3618], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3512], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3303], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3201], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2999], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2804], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2708], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2613], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2520], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2429], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2162], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1909], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1670], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1518], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1373], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1303], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0919], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0750], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0646], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0597], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0505], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0420], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0157], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0111], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0057], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0020], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0006], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0000], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0000], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0006], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0020], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0057], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0111], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0157], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0420], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0505], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0597], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0646], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0750], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0919], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1303], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1373], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1518], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1670], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1909], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2162], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2429], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2520], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2613], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2708], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2804], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2999], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3201], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3303], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3512], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3618], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3726], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3835], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3944], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4056], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4168], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4281], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4396], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4511], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4746], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4865], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4985], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5228], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5475], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5600], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5726], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5853], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5981], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6109], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6239], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6370], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6501], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6633], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6767], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6901], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7171], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7307], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7445], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7583], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7722], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7861], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.0000,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8142], grad_fn=<SvdBackward>)
jacobian = tensor([[-2.,  2.]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8284], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8142], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8000], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7858], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7437], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7161], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7023], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6483], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6350], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5956], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5698], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5570], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4704], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3448], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3028], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2825], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2342], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2158], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2069], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1981], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1644], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1258], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0913], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0849], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0556], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0145], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0075], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9842], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9842], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0075], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0145], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0556], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0849], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0913], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1258], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1644], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1981], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2069], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2158], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2342], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2825], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3028], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3448], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4704], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5570], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5698], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5956], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6350], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6483], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7023], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7161], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7437], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7858], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8000], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9799,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8142], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7858], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7716], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7433], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7014], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6876], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6333], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6199], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6066], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5934], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5672], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5415], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5287], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5161], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4910], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4067], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3951], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3836], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3388], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2551], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2259], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2164], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1979], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1713], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1222], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1145], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0535], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0475], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0418], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0257], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0159], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0069], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9948], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9814], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9785], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9711], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9672], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9629], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9598], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9598], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9629], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9672], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9711], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9785], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9814], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9948], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0069], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0159], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0257], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0418], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0475], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0535], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1145], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1222], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1713], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1979], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2164], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2259], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2551], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3388], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3836], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3951], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4067], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4910], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5161], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5287], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5415], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5672], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5934], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6066], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6199], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6333], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6876], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7014], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7433], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7716], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7858], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9598,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7290], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7008], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6730], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6592], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6455], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6319], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5915], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5650], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5519], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5389], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5260], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5132], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5004], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4753], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4505], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4141], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3904], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3220], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3110], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3001], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2579], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2477], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2082], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1986], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1531], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0884], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0738], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0533], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0404], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0225], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9750], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9713], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9713], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9750], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0225], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0404], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0533], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0738], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0884], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1531], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1986], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2082], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2477], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2579], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3001], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3110], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3220], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3904], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4141], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4505], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4753], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5004], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5132], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5260], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5389], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5519], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5650], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5915], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6319], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6455], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6592], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6730], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7008], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7290], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9397,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7433], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7290], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7147], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7005], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6864], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6724], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6585], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5900], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5499], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4977], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4849], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4470], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4223], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3741], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3507], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3391], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3164], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2941], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2724], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2202], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2102], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2003], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1905], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1621], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1439], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1263], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1011], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0851], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9976], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9818], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9592], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9416], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9312], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9255], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9228], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9228], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9255], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9312], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9416], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9592], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9818], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9976], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0851], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1011], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1263], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1439], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1621], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1905], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2003], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2102], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2202], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2724], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2941], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3164], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3391], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3507], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3741], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4223], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4470], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4849], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4977], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5499], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5900], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6585], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6724], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6864], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7005], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7147], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7290], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7433], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.9196,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7583], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7437], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7005], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6863], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6580], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6301], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6162], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5215], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4953], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4566], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4439], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3699], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3579], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3227], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3112], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2340], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2029], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1928], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1729], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1260], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1082], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0746], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0588], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0291], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0087], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0022], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9783], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9437], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9112], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9055], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9027], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9017], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9017], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9027], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9055], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9112], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9437], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9783], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0022], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0087], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0291], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0588], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0746], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1082], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1260], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1729], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1928], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2029], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2340], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3112], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3227], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3579], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3699], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4439], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4566], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4953], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5215], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6162], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6301], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6580], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6863], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7005], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7437], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8995,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7583], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7445], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7008], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6864], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6579], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6437], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6296], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5740], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5197], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4932], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4800], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4669], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4539], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4283], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3659], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3538], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2718], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1653], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1265], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1172], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1080], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0814], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0728], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0562], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0325], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9832], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9158], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8839], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8807], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8807], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8839], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9158], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9832], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0325], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0562], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0728], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0814], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1080], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1172], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1265], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1653], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2718], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3538], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3659], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4283], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4539], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4669], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4800], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4932], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5197], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5740], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6296], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6437], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6579], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6864], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7008], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8794,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7445], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7161], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7014], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6724], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6580], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6437], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5872], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5732], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5048], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4780], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4648], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4386], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4000], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3500], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3136], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3017], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2667], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2552], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2439], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1580], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1280], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1088], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0994], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0546], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9578], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9287], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9234], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8886], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8736], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8691], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8606], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8606], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8691], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8736], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8886], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9234], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9287], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9578], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0546], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0994], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1088], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1280], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1580], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2439], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2552], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2667], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3017], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3136], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3500], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4000], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4386], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4648], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4780], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5048], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5732], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5872], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6437], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6580], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6724], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7014], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7161], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8593,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7023], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6876], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6730], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6585], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6296], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6010], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5868], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5727], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5587], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5172], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4497], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4364], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4233], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3845], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3218], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3096], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2736], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2502], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1939], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1305], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0365], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0279], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9148], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8940], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8893], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8454], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8438], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8394], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8394], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8438], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8454], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8893], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8940], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9148], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0279], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0365], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1305], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1939], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2502], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2736], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3096], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3218], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3845], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4233], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4364], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4497], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5172], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5587], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5727], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5868], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6010], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6296], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6585], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6730], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6876], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7023], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8392,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6592], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6301], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5868], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5164], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5025], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4888], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3562], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3435], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2814], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2574], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2222], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1881], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1552], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1132], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0361], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0097], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9929], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9328], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8846], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8745], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8528], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8364], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8291], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8253], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8253], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8291], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8364], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8528], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8745], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8846], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9328], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9929], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0097], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0361], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1132], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1552], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1881], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2222], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2574], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2814], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3435], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3562], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4888], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5025], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5164], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5868], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6301], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6592], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.8191,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6455], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6162], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5872], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5727], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5442], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5300], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5159], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5019], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4741], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4062], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3929], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3797], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3536], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3152], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2175], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2058], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1275], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0558], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9746], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9353], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9280], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9006], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8706], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8013], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7997], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7997], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8013], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8706], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9006], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9280], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9353], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9746], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0558], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1275], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2058], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2175], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3152], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3536], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3797], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3929], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4062], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4741], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5019], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5159], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5300], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5442], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5727], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5872], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6162], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6455], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7990,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6319], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5732], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5587], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5300], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5157], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4735], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4457], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4047], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3912], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3646], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3514], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3253], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3124], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2373], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1778], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1662], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1548], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0285], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9822], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9242], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9021], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8173], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8095], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7853], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7792], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7792], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7853], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8095], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8173], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9021], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9242], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9822], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0285], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1548], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1662], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1778], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2373], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3124], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3253], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3514], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3646], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3912], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4047], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4457], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4735], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5157], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5300], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5587], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5732], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6319], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7789,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6483], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6333], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5740], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5159], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4873], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4731], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4450], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4311], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4173], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3629], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2841], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2713], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2336], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1850], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1731], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1269], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1157], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0408], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9732], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9381], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9297], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9215], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9057], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8693], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8561], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8497], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8264], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8019], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7714], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7691], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7588], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7588], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7691], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7714], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8019], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8264], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8497], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8561], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8693], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9057], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9215], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9297], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9381], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9732], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0408], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1157], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1269], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1731], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1850], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2336], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2713], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2841], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3629], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4173], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4311], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4450], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4731], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4873], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5159], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5740], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6333], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6483], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7588,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6501], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6350], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6199], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5900], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5164], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5019], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4731], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4589], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4166], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4027], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3078], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2686], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2558], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2430], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1931], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1334], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0444], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9740], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9462], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9031], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8645], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8574], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8244], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8017], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7916], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7780], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7568], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7390], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7390], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7568], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7780], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7916], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8017], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8244], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8574], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8645], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9031], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9462], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9740], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0444], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1334], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1931], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2430], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2558], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2686], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3078], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4027], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4166], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4589], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4731], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5019], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5164], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5900], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6199], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6350], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7387,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6501], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6066], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5915], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5172], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5025], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4735], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4305], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3882], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3605], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3061], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2795], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2275], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2148], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2021], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1896], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1649], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1528], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1288], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0938], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0489], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9858], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9660], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9192], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8532], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8247], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7673], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7542], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7292], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7252], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7210], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7186], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7186], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7210], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7252], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7292], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7542], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7673], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8247], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8532], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9192], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9660], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9858], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0489], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0938], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1288], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1528], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1649], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1896], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2021], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2148], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2275], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2795], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3061], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3605], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3882], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4305], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4735], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5025], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5172], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5915], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6066], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.7186,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6239], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5934], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4888], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4741], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4450], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4020], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3738], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3459], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3047], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2644], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2380], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1865], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1490], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1126], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0890], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0432], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9685], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8346], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8057], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7741], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7478], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7092], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7021], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7009], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6985], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6985], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7009], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7021], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7092], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7478], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7741], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8057], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8346], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9685], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0432], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0890], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1126], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1490], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1865], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2380], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2644], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3047], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3459], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3738], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4020], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4450], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4741], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4888], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5934], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6985,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6239], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6109], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5956], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5650], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5499], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5197], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5048], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4457], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4311], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4166], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3736], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3594], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3454], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3314], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3036], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2228], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2096], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1966], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1086], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0965], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0845], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9720], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9310], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8925], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8010], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7735], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7191], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6851], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6835], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6835], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6851], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7191], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7735], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8010], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8925], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9310], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9720], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0845], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0965], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1086], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1966], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2096], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2228], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3036], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3314], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3454], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3594], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3736], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4166], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4311], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4457], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5048], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5197], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5499], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5650], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5956], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6784,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6109], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5981], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5672], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5519], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5215], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4173], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4027], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3882], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3738], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3594], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3310], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3029], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2890], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2344], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1944], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1813], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1426], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0564], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0446], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9549], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9036], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8747], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8473], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8300], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7680], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7545], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7357], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7137], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6634], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6620], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6583], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6583], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6620], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6634], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7137], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7357], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7545], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7680], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8300], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8473], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8747], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9036], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9549], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0446], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0564], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1426], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1813], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1944], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2344], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2890], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3029], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3310], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3594], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3738], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3882], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4027], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4173], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5215], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5519], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5672], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6583,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5981], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5853], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5698], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5389], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4932], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4780], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3454], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3310], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3168], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2060], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1793], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1143], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1017], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0523], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9596], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9487], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8118], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7289], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6714], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6605], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6390], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6390], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6605], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6714], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7289], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8118], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9487], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9596], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0523], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1017], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1143], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1793], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2060], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3168], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3310], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3454], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4780], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4932], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5389], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5698], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6382,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5853], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5570], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5415], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5260], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4953], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4800], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4648], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4497], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4047], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3605], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3459], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3314], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2883], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2742], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2601], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2322], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2047], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1509], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1377], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1117], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0121], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9885], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8587], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8489], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8298], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7850], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7450], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6649], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6559], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6478], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6441], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6318], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6206], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6206], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6318], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6441], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6478], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6559], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6649], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7450], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7850], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8298], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8489], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8587], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9885], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0121], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1117], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1377], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1509], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2047], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2322], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2601], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2742], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2883], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3314], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3459], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3605], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4047], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4497], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4648], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4800], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4953], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5260], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5415], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5570], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.6181,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5287], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5132], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4977], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4669], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4364], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4062], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3912], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3029], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2742], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2599], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2177], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1900], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1225], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0705], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0578], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9150], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7264], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6454], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6281], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6176], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6119], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6094], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6005], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6005], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6094], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6119], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6176], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6281], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6454], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7264], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9150], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0578], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0705], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1225], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1900], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2177], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2599], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2742], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3029], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3912], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4062], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4364], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4669], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4977], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5132], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5287], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5980,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5475], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5161], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5004], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4849], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4539], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4386], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4233], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3929], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3629], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3036], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2890], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2601], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2315], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2173], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2032], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0680], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0295], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0045], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9095], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8982], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7943], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7487], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7078], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6414], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6011], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5851], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5833], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5833], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5851], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6011], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6414], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7078], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7487], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7943], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8982], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9095], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0045], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0295], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0680], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2032], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2173], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2315], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2601], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2890], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3036], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3629], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3929], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4233], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4386], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4539], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4849], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5004], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5161], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5779,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5475], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4566], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3797], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3646], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3047], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2173], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1608], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1469], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0924], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0791], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0527], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0396], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0267], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8929], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8704], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7963], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7134], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6815], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6741], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6463], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6114], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5886], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5886], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6114], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6463], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6741], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6815], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7134], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7963], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8704], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8929], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0267], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0396], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0527], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0791], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0924], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1469], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1608], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2173], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3047], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3646], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3797], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4566], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5578,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5228], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4910], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4753], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4439], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4283], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3514], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3061], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2322], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2177], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2032], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1746], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1605], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1464], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1048], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0640], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0243], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9730], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8650], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8100], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7494], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7214], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7125], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7037], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6629], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6409], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6340], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6028], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5614], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5432], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5432], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5614], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6028], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6340], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6409], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6629], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7037], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7125], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7214], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7494], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8100], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8650], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9730], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0243], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0640], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1048], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1464], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1605], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1746], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2032], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2177], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2322], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3061], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3514], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4283], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4439], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4753], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4910], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5377,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5228], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4470], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4000], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3845], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3536], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3078], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1605], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1462], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0357], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9701], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9322], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9076], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8147], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7929], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7719], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7415], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6685], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6522], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5955], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5835], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5674], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5453], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5322], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5322], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5453], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5674], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5835], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5955], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6522], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6685], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7415], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7719], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7929], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8147], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9076], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9322], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9701], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0357], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1462], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1605], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3078], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3536], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3845], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4000], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4470], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.5176,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4985], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4505], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3562], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3253], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2795], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2644], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2344], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2047], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1900], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1608], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1464], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0895], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9940], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9807], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9547], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8916], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7979], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7547], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5963], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5643], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5531], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5123], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5051], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5051], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5123], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5531], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5643], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5963], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7547], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7979], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8916], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9547], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9807], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9940], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0895], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1464], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1608], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1900], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2047], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2344], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2644], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2795], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3253], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3562], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4505], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4975,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4985], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4865], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4704], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4223], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3435], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3124], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2060], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1469], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0893], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0752], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0333], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9524], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9393], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8634], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7482], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6966], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6678], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6154], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6073], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5846], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5187], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4986], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4954], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4924], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4872], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4832], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4832], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4872], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4924], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4954], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4986], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5187], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5846], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6073], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6154], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6678], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6966], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7482], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8634], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9393], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9524], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0333], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0752], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0893], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1469], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2060], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3124], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3435], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4223], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4704], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4774,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4865], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4746], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3152], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2841], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2686], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2380], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2228], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0895], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0752], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0187], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9110], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8353], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7646], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6500], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6315], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6226], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5733], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5144], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4902], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4673], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4673], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4902], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5144], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5733], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6226], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6315], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6500], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7646], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8353], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9110], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0187], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0752], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0895], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2228], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2380], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2686], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2841], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3152], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4573,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4746], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4141], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3659], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3500], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2713], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2558], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2096], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1944], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1793], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1048], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0325], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9903], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8957], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7366], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7144], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6323], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6229], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6136], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5398], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5128], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5008], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4845], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4626], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4473], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4473], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4626], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4845], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5008], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5128], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5398], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6136], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6229], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6323], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7144], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7366], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8957], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9903], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0325], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1048], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1793], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1944], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2096], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2558], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2713], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3500], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3659], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4141], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4372,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3699], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3538], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3218], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2430], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2275], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1966], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1813], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1509], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0041], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8286], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6866], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6547], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5361], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4937], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4392], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4392], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4937], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5361], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6547], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6866], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8286], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0041], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1509], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1813], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1966], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2275], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2430], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3218], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3538], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3699], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.4171,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4396], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4067], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3904], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3741], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3579], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3096], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2148], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1377], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1225], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0924], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0333], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0187], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9474], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8521], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8390], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7753], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7508], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6921], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6068], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5874], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5596], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4565], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4406], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4194], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4014], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4014], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4194], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4406], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4565], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5596], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5874], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6068], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6921], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7508], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7753], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8390], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8521], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9474], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0187], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0333], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0924], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1225], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1377], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2148], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3096], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3579], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3741], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3904], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4067], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3970,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4396], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4281], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3951], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3136], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2814], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2336], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2021], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1865], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0791], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0640], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9903], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6642], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5602], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5155], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4262], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4034], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3962], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3851], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3778], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3778], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3851], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3962], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4034], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4262], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5155], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5602], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6642], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9903], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0640], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0791], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1865], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2021], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2336], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2814], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3136], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3951], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3769,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4281], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4168], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3836], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3507], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3017], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2373], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1896], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1426], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1117], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0357], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9474], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8220], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8087], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7954], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7438], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6825], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6476], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6141], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5424], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5330], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5237], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4807], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4728], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4434], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4239], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4123], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3877], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3702], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3675], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3613], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3571], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3571], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3613], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3675], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3702], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3877], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4123], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4239], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4434], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4728], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4807], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5237], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5330], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5424], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6141], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6476], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6825], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7438], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7954], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8087], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8220], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9474], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0357], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1117], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1426], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1896], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2373], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3017], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3180], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3507], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3836], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3568,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4168], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4056], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3391], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3227], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2736], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2574], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1931], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1143], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0680], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0527], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8904], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8344], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6907], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5863], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5445], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5346], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4177], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4111], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4048], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3822], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3601], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3601], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3822], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4048], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4111], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4177], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5346], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5445], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5863], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6907], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8344], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8904], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0527], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0680], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1143], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1931], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2574], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2736], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3227], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3391], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3367,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4056], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3944], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3112], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1649], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1490], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1017], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0705], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0396], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0243], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9940], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8478], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7519], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7257], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6263], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6031], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4440], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4279], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4057], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3737], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3304], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3252], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3212], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3166], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3166], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3212], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3252], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3304], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3737], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4057], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4279], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4440], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6031], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6263], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7257], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7519], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8478], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9940], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0243], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0396], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0705], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1017], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1490], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1649], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3112], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.3166,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3944], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3835], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3164], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2667], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2502], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2175], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1850], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1528], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0578], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0267], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9807], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8478], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8335], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7104], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4997], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4518], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4094], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3434], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3288], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3105], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3105], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3288], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3434], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4094], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4518], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4997], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7104], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8335], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8478], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9059], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9807], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0267], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0578], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1528], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1689], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1850], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2175], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2502], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2667], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3164], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2965,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3835], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3388], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3220], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2718], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2552], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2222], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2058], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1731], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1086], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0295], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9524], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8051], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7085], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6690], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6561], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6061], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5940], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5359], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3009], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2971], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2783], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2783], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2971], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3009], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5359], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5940], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6061], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6561], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6690], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7085], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8051], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8775], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9524], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0295], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1086], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1731], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2058], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2222], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2552], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2718], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3220], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3388], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2764,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3618], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3448], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3110], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2941], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2439], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1778], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1288], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1126], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0965], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9701], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9547], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9393], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8344], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5902], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5539], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5080], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4548], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4448], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4350], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3807], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3494], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3285], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2943], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2896], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2566], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2566], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2896], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2943], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3285], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3494], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3807], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4350], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4448], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4548], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5080], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5306], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5539], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5902], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8344], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9393], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9547], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9701], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0965], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1126], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1288], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1451], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1778], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1942], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2439], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2941], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3110], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3448], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2563,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3618], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3512], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3001], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1662], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1334], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0845], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0523], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0045], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9730], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9110], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8957], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7482], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7061], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6253], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3234], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3163], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2576], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2453], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2365], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2365], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2453], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2576], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3163], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3234], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5026], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6253], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7061], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7482], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8957], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9110], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9730], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0045], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0523], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0845], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1334], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1662], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2327], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3001], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2362,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3512], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2724], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1881], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1548], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0890], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0564], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8521], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8220], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7056], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5841], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5713], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4634], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3804], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2840], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2659], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2505], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2254], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2161], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2161], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2171], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2254], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2343], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2505], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2659], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2840], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3619], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3804], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4634], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5713], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5841], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7056], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8220], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8521], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0564], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0890], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1053], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1548], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1881], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2217], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2724], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2894], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3064], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.2161,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1939], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1269], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0938], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0446], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0121], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9322], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8390], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8087], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7056], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6632], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5056], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3825], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3440], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3349], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2934], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2786], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2650], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2359], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2145], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2145], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2221], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2359], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2650], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2786], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2934], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3349], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3440], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3825], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5056], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6632], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6914], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7056], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8087], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8390], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9322], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0121], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0446], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0938], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1269], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1603], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1939], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2617], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1960,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3303], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3201], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3028], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2340], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1157], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7954], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7061], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6629], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6488], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4653], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4534], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3080], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2672], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2599], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2333], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2274], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2218], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2068], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1984], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1855], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1780], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1780], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1855], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1984], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2068], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2218], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2274], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2333], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2599], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2672], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3080], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4417], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4534], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4653], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6488], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6629], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7061], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7207], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7954], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0165], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1157], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2340], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3028], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1759,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3201], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2579], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1552], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9885], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9076], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8916], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8286], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7519], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6632], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6488], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4864], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3583], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3178], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2900], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2486], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2141], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1872], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1749], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1714], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1579], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1579], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1714], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1749], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1872], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2141], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2486], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2900], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2990], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3178], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3583], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4864], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6488], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6632], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6923], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7519], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8286], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8916], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9076], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9885], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1552], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1722], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2579], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2926], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1558,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2825], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2477], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1275], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0432], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8634], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7085], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6061], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5640], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4333], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3520], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3003], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2720], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2300], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1432], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1361], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1361], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1432], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2300], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2544], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2720], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3003], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3203], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3520], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4333], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5640], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6061], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7085], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7694], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8634], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9116], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0099], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0432], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0936], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1275], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2477], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2825], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1357,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2551], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2202], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2029], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0489], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8353], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7257], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7104], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5635], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5356], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4948], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4426], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3693], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3464], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3243], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2928], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2634], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2450], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1435], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1354], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1210], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1210], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1354], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1435], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1824], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2450], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2634], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2928], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3243], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3464], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3693], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4426], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4948], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5356], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5635], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7104], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7257], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8035], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8353], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9654], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0489], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1856], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2029], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2202], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2551], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.1156,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2804], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2102], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1928], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1580], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7753], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7438], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5635], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4532], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4143], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3648], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1704], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1635], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1506], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1389], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1336], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1058], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0966], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0966], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1058], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1120], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1336], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1389], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1506], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1635], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1704], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2755], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3648], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4143], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4532], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5635], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7438], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7753], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7911], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1580], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1928], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2102], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0955,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2804], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2708], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2003], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1653], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1305], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1132], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0444], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9596], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9095], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8929], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6690], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5640], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5208], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3734], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3132], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3018], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2001], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1745], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1314], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1254], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1043], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0766], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0766], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0777], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0889], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1043], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1254], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1314], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1745], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2001], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3018], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3132], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3734], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5208], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5640], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6690], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8929], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9095], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9596], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0444], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1132], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1305], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1653], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2003], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0754,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2708], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2613], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2259], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2082], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1905], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1729], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9487], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9150], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8982], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8650], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7508], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6561], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6253], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5356], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4924], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4642], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4097], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3964], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3834], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3705], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3328], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3086], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2518], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2105], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1821], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1732], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1645], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1329], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1062], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0896], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0724], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0690], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0576], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0557], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0576], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0690], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0724], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0896], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1062], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1329], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1645], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1732], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1821], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2105], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2518], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2627], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3086], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3328], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3705], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3834], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3964], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4097], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4642], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4924], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5356], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5503], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5950], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6253], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6561], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7348], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7508], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7830], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8650], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8982], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9150], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9487], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9826], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9996], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0167], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0339], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1030], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1204], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1729], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1905], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2082], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2259], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2436], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0553,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2613], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2520], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2342], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2164], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1986], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1280], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0408], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9720], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9549], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8704], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6907], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4640], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4220], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4083], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2925], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2349], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2241], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1297], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0870], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0702], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0607], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0356], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0356], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0376], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0461], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0492], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0607], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0702], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0870], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1297], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2241], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2349], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2805], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2925], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3947], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4083], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4220], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4640], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5666], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6907], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7875], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8704], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9549], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9720], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0235], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0408], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0582], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1280], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1633], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1986], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2164], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2342], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0352,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2520], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2429], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5841], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4642], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3267], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2408], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1858], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1282], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0881], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0618], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0561], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0457], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0163], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0163], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0457], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0561], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0618], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0881], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1113], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1282], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1756], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1858], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2408], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2887], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3267], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3663], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4355], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4642], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5841], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6466], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6625], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9101], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9443], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9787], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0656], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0831], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1183], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[-1.0151,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2429], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2158], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1979], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1621], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1265], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1088], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0558], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9858], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9685], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8147], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7979], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7646], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6825], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5713], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4948], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3114], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2483], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2128], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1903], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0929], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0488], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0426], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0131], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0131], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0426], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0488], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0929], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1903], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2128], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2483], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3114], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4948], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5713], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6825], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7646], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7979], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8147], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9685], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9858], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0558], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1088], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1265], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1621], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1979], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2158], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9950,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2069], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1172], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0994], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0816], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0639], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0285], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9063], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7366], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6061], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5902], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5120], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4220], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3506], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2201], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1624], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0747], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0019], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9865], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9865], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0019], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0747], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1624], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2201], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3506], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4220], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5120], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5902], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6061], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7366], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9063], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0285], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0639], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0816], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0994], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1172], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2069], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9749,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2162], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1981], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1439], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1260], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1080], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0189], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9660], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8100], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7929], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6921], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6263], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5940], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4532], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4083], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3935], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3361], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2547], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2290], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2041], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0246], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9926], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9778], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9737], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9699], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9637], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9548], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9548], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9637], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9699], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9737], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9778], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9926], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0246], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2041], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2290], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2547], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3361], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3935], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4083], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4532], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5940], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6263], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6921], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7929], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8100], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9660], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0189], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1080], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1260], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1439], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1981], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9548,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2162], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1713], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1531], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9740], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9036], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8167], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7482], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7144], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6642], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6476], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5498], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4864], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4097], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3506], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3361], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3218], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1520], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1289], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9987], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9918], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9852], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9733], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9679], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9373], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9373], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9679], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9733], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9852], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9918], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9987], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1289], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1520], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3218], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3361], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3506], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4097], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4864], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5498], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6476], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6642], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7144], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7482], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8167], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9036], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9740], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1531], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1713], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9347,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1263], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1082], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0361], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8587], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7719], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7547], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6866], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5539], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5056], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4426], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2793], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1600], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1478], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0686], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9662], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9599], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9386], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9212], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9212], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9386], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9599], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9662], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0686], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1478], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1600], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2793], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4426], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5056], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5539], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6866], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7547], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7719], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8587], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0361], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1082], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1263], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.9146,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1726], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0996], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0814], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9732], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8489], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7616], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4143], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3834], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2793], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2650], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2369], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1442], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1076], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0732], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0023], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9766], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9013], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9013], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9766], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0023], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0732], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1076], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1442], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2369], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2650], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2793], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3834], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4143], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7616], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8489], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9732], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0814], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0996], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1726], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8945,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1644], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1460], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1277], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0728], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0546], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0365], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9462], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8925], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8747], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7167], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4653], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4333], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3705], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2365], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2085], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0915], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0795], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0453], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0344], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9938], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9425], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9155], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9155], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9425], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9938], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0344], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0453], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0795], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0915], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2085], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2365], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3705], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4333], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4653], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7167], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8747], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8925], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9462], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0365], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0546], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0728], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1277], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1460], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1644], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8744,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0097], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8298], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8120], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7943], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6547], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5863], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5359], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4534], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3267], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3114], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2369], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1940], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1527], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1261], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1131], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9317], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9164], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8850], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8754], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8642], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8614], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8572], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8572], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8614], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8642], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8754], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8850], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9164], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9317], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1131], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1261], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1527], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1940], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2369], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3114], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3267], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4534], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5359], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5863], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6547], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7943], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8120], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8298], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0097], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8543,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1670], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0746], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9466], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7494], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6966], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5756], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5080], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4417], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2085], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1940], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1797], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9053], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8977], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8477], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8357], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8357], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8477], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8977], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9053], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1797], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1940], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2085], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4417], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5080], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5756], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6966], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7494], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9466], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0746], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8342,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1670], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1222], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9929], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9746], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9381], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8473], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6169], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3648], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2547], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1513], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0825], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9620], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9514], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8647], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8520], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8520], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8647], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9514], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9620], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0825], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1513], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2547], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3648], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6169], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8473], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9381], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9746], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9929], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1222], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.8141,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1518], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1145], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0588], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6068], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5375], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4355], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3693], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2887], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1228], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0542], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9910], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9450], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9137], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8684], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7940], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7940], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8684], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9137], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9450], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9910], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0542], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1228], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2887], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3693], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4355], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5375], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6068], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0588], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1145], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7940,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1518], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1258], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0325], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8300], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8118], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7214], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6678], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6500], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5445], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3086], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2925], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2290], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1527], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0944], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0258], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9510], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8864], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8419], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8201], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7817], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7745], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7745], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7817], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8201], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8419], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8864], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9510], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0258], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0944], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1527], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2290], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2925], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3086], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5445], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6500], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6678], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7214], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8118], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8300], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0325], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1258], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7739,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1373], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0436], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9320], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7850], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7487], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7125], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6765], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6229], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5874], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5346], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4997], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3464], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2805], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2483], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0519], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0242], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9716], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9004], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8895], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8496], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8235], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7650], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7592], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7570], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7570], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7592], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7650], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8235], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8496], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8895], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9004], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9716], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0242], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0519], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2483], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2805], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3464], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4997], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5346], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5874], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6229], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6765], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7125], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7487], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7850], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9320], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0436], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7538,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1373], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1303], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0738], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9242], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7037], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6495], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6315], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5602], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5424], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4548], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3520], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3018], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2201], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2041], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1261], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0519], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9308], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9186], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8726], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7490], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7370], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7354], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7354], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7370], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7490], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8726], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9186], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9308], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0519], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1261], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2041], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2201], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3018], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3520], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4548], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5424], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5602], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6315], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6495], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7037], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9242], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0738], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7337,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1303], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0291], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9353], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6226], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5330], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3927], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3583], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2408], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1600], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1442], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1131], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0825], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8670], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7441], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7441], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8670], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0825], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1131], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1442], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1600], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2408], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3583], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3927], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5330], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6226], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9353], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0291], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.7136,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0789], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9280], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8532], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8346], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7604], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6685], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5777], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5596], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5237], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4350], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3825], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2627], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2128], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1478], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0542], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0242], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9807], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9527], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9256], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8505], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7522], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7097], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7022], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6993], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6953], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6953], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6993], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7022], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7097], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7522], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8505], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9256], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9527], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9807], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0242], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0542], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1478], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2128], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2627], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3825], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4350], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5237], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5596], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5777], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6685], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7604], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8346], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8532], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9280], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0789], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6935,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0913], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8645], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8084], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6236], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6053], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2518], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2349], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1520], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0258], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9523], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7506], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7260], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7187], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7187], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7260], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7506], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9523], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0258], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1520], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2349], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2518], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6053], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6236], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8084], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8645], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0913], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6734,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0849], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0277], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0087], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8574], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8010], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7450], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7264], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7078], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6522], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6154], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4518], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3804], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2928], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2241], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1903], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1076], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0915], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9527], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8429], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8303], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8062], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7724], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7517], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7326], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6865], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6806], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6570], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6570], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6806], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6865], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7326], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7517], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7724], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8062], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8303], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8429], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9527], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0915], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1076], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1903], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2241], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2928], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3804], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4518], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6154], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6522], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7078], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7264], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7450], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8010], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8574], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0087], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0277], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0849], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6533,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0404], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0022], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9832], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9451], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8693], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7751], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6815], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6629], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6073], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5155], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4973], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3355], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3178], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3003], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1624], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1289], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0795], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8539], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8274], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7781], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7148], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6558], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6509], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6465], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6396], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6396], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6465], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6509], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6558], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7148], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7781], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8274], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8539], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0795], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1289], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1624], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3003], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3178], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3355], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4973], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5155], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6073], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6629], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6815], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7751], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8693], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9451], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9832], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0022], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0404], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6332,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0919], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0535], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9578], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9006], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8247], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7680], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7303], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6741], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1858], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9716], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9256], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8670], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7277], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7068], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6877], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6788], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6197], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6131], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6131], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6197], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6788], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6877], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7068], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7277], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8670], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9256], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9716], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1858], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6741], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7303], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7680], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8247], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9006], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9578], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0535], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.6131,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0919], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0475], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8942], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8751], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6106], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5733], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5361], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4807], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3349], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2105], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1756], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0732], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9910], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7838], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7458], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6698], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6607], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5951], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5951], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6607], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6698], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7458], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7838], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9910], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0732], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1756], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2105], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3349], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4807], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5361], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5733], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6106], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8751], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8942], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0475], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5930,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8497], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8116], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7735], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7545], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6409], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5846], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4728], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3807], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3625], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3080], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0453], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9308], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8539], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7961], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7425], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7176], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6830], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6177], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6039], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5876], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5737], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5737], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5876], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6039], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6177], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6830], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7176], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7425], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7961], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8539], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9308], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0453], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3080], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3625], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3807], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4728], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5846], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6409], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7545], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7735], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8116], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8497], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5729,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0750], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0556], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9976], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9783], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7289], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6340], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5398], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5024], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4094], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2450], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0686], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0344], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9510], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9186], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7961], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7817], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6158], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5680], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5637], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5601], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5601], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5637], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5680], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6158], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7817], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7961], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9186], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9510], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0344], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0686], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2450], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4094], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5024], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5398], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6340], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7289], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9783], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9976], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0556], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5528,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0750], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9148], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8185], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7609], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7417], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6273], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4763], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2001], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1821], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8429], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8274], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6496], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6275], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5807], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5373], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5335], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5335], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5373], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5807], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6275], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6496], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8274], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8429], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1821], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2001], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4763], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6273], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7417], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7609], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8185], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9148], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5327,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0646], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0257], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9287], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8899], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8706], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7741], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7357], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6782], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1732], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9620], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9450], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8303], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7838], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6453], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5896], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5470], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5470], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5896], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6453], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7838], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8303], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9450], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9620], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1732], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6782], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7357], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7741], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8706], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8899], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9287], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0257], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.5126,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0646], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0597], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9818], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8846], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8264], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6914], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5955], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5764], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4434], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3494], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3120], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1645], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9514], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9004], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8670], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8505], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6686], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4926], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4926], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6686], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8505], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8670], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9004], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9514], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1645], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3120], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3494], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4434], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5764], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5955], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6914], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8264], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8846], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9818], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4925,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0597], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0355], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0159], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9184], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8017], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7049], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5511], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5128], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4177], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2672], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2486], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2300], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1745], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9938], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8895], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8726], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8062], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7425], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6680], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6402], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5023], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4733], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4733], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5023], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6402], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6680], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7425], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8062], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8726], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8895], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9938], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1745], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2300], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2486], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2672], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4177], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5128], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5511], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7049], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8017], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9184], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0159], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0355], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4724,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0505], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8940], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8745], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6028], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5643], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3163], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2599], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0929], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0747], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0023], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9137], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7781], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7458], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6686], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6396], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5985], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5855], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5608], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5079], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4612], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4524], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4524], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4612], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5079], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5608], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5855], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5985], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6396], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6686], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7458], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7781], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9137], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0023], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0747], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0929], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2599], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3163], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5643], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6028], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8745], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8940], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4523,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0505], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0069], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8893], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7916], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7331], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7137], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5008], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4048], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3285], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8864], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7176], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6402], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6112], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5701], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5103], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4647], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4351], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4351], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4647], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5103], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5701], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6112], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6402], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7176], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8864], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3285], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4048], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5008], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7137], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7331], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7916], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8893], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0069], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4322,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9633], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9437], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7673], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7478], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6114], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5531], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5144], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3604], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2840], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2650], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1329], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7724], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4826], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4542], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4388], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4219], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4122], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4122], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4219], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4388], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4542], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4826], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7724], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1329], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2650], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2840], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3604], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5144], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5531], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6114], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7478], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7673], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9437], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9633], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.4121,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9592], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8019], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7627], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6649], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6454], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4123], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3737], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1635], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0881], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9766], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8496], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7277], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6453], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5985], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5267], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4073], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4023], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3952], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3952], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4023], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4073], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5267], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5985], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6453], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7277], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8496], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9766], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0881], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1635], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3737], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4123], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6454], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6649], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7627], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8019], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9592], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3920,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0145], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9948], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9750], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9158], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8173], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7780], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5235], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4845], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4262], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2333], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1189], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0246], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9317], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7517], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6830], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6496], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5855], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5701], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4603], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4488], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4092], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4013], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3785], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3785], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4013], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4092], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4488], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4603], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5701], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5855], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6496], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6830], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7517], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9317], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0246], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1189], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2333], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4262], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4845], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5235], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7780], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8173], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9158], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9750], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9948], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0145], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3719,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9713], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9120], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8528], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8331], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7542], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6559], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5187], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4406], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3434], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2659], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2466], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2274], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1506], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1314], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9987], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9425], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9053], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8684], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7068], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5267], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4699], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4568], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4209], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3632], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3587], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3519], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3519], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3587], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3632], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4209], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4568], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4699], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5267], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7068], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8684], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9053], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9425], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9987], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1314], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1506], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2274], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2466], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2659], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3434], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4406], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5187], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6559], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7542], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8331], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8528], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9120], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9713], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3518,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0075], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9084], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8886], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6714], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3188], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2218], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1062], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0870], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0488], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9918], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9164], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8977], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8419], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8235], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7506], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7326], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7148], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6275], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5608], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4690], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4285], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4161], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3643], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3496], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3354], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3330], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3330], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3354], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3496], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3643], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4161], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4285], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4690], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5608], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6275], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7148], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7326], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7506], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8235], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8419], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8977], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9164], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9918], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0488], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0870], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1062], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2218], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3188], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6714], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8886], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9084], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0075], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3317,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7466], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6478], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6281], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5886], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4902], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2943], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2359], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1389], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0426], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9852], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9662], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6877], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6698], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4699], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4406], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4406], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4699], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6698], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6877], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9662], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9852], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0426], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1389], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2359], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2943], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4902], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5886], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6281], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6478], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7466], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.3116,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9814], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9416], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6441], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5453], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3877], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3288], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2896], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2505], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1336], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9599], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8647], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7522], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6788], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6607], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5896], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4568], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4122], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2916], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2916], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4122], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4568], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5722], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5896], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6607], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6788], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7522], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8647], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9599], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1336], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2505], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2896], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3288], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3877], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5453], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6441], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9416], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9814], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2915,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9785], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9188], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5614], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4034], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3639], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3049], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2068], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1872], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0896], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0702], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9926], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9733], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9155], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8201], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7260], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6158], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5103], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4603], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4285], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3838], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3698], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3104], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2860], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2860], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3104], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3698], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3838], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4285], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4603], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5103], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6158], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7260], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8201], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9155], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9733], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9926], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0702], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0896], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1872], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2068], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3049], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3639], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4034], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5614], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9188], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9785], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2714,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0157], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7568], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6176], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4986], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3996], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3601], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3009], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1435], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0457], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9679], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8520], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7187], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4826], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4488], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4161], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3698], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3038], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2670], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2609], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2609], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2670], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3038], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3698], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4161], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4488], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4826], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7187], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8520], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9679], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0457], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1435], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3009], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3601], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3996], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4986], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6176], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7568], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2513,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0157], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8936], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8736], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5748], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2576], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1984], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0607], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0019], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8850], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6177], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5807], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5079], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4209], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2874], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2655], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2416], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2366], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2366], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2416], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2655], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2874], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4209], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5079], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5807], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6177], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8850], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0019], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0607], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1984], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2576], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5748], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6743], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8736], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8936], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2312,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9312], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9112], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7714], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5322], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5123], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4924], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4327], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2145], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1354], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9778], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9386], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7441], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6865], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2985], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2846], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2594], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2296], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2296], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2594], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2846], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2985], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4102], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5358], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6674], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6865], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7249], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7441], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9386], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9778], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1354], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2145], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4327], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4924], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5123], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5322], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6119], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7714], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9112], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9312], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.2111,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8691], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8291], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7691], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7292], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7092], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6094], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3702], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3304], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3105], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2707], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1714], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1120], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0724], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0131], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9737], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8754], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6806], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6039], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5470], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4542], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2846], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2433], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2206], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1912], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1912], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2206], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2433], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2846], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4542], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5282], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5470], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6039], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6806], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8754], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9737], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0131], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0724], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1120], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1714], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2707], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3105], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3304], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3503], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3702], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6094], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7092], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7292], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7691], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8291], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8691], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1910,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9672], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8671], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8471], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6671], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5671], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4872], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4673], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4473], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2878], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0690], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0492], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9699], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6558], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5023], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4647], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4092], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3038], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2874], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2416], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1781], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1781], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2416], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2874], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3038], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3207], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3911], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4092], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4647], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5023], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5786], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6558], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6947], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7729], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8909], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9699], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0492], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0690], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0889], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2878], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4473], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4673], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4872], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5671], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6671], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8471], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8671], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9672], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1709,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9055], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8454], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8253], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7853], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7252], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6451], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4451], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4251], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3252], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2453], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1855], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1058], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9865], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8477], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7490], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7097], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6509], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4388], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4013], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3643], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3104], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2594], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2433], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2433], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2594], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3104], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3643], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4013], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4388], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6313], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6509], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6900], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7097], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7490], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8477], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8873], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9071], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9269], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9865], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1058], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1855], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2453], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3252], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4251], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4451], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6451], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7252], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7853], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8253], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8454], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9055], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9255], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1508,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9842], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8839], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5633], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5432], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4832], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1432], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9637], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8642], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7650], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6465], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5876], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5680], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2655], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2655], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5485], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5680], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5876], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6465], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7650], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8642], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9637], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1432], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4631], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4832], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5432], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5633], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5833], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6634], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6835], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7837], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8839], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9842], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1307,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9629], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9228], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9027], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6620], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5617], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3613], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3212], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1210], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9212], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9013], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8614], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7817], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7022], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5637], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4073], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3496], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2206], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1110], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1110], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1869], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2206], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2383], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3306], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3496], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3687], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4073], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5243], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5637], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6032], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7022], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7817], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8614], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9013], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9212], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1210], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2211], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3212], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3613], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4014], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5617], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6620], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7021], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7623], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9027], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9228], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9629], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.1106,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0020], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9017], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8213], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8013], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7210], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7009], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6206], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6005], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7592], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6993], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6396], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6197], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5601], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4612], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4219], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4023], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3632], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2860], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2670], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2296], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0953], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0910], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0910], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0953], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1279], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1428], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2296], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2670], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2860], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3244], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3632], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4023], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4219], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4612], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5601], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6197], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6396], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6993], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7592], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6005], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6206], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7009], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7210], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8013], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8213], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9017], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0905,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0020], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8807], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8606], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6397], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3385], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2783], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1780], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1579], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0777], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0576], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9373], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8572], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7570], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7370], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6570], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5373], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3785], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3587], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2609], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2416], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0865], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0765], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0765], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0865], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1484], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1664], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2225], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2416], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2609], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3587], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3785], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4776], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5373], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6570], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7370], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7570], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8371], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8572], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9373], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0576], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0777], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1579], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1780], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2783], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3385], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6397], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8606], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8807], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9611], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0704,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0006], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9805], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8801], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7997], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6189], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5385], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3778], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2372], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1167], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0966], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0766], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0163], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8357], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7354], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6953], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5951], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4351], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3952], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3354], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2366], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1781], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0865], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0512], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0512], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0865], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1035], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1781], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2170], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2366], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2958], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3354], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3952], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4351], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5951], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6953], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7354], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8357], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0163], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0766], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0966], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1167], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2372], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3778], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5385], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6189], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7997], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8801], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9203], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9403], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9805], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0503,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0006], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9600], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8394], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7792], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4777], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3571], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3370], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2566], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2365], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1361], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0356], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7745], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5737], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5335], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4733], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3330], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0953], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0765], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0426], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0426], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0765], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0953], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1341], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3330], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3530], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4733], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5335], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5737], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7544], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7745], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9552], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0356], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0557], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1361], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2365], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2566], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2767], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3370], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3571], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4777], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7390], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7792], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8394], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8595], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8796], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9600], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0302,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0000], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9598], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7588], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7186], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6985], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6583], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5980], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2161], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9548], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7940], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6131], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4926], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4524], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4122], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3519], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2916], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1912], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1110], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0910], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0512], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0142], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0512], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0910], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1110], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1912], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2916], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3519], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4122], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4524], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4926], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5127], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5931], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6131], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6533], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7136], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7940], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9548], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2161], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3166], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3970], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4171], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4573], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5980], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6583], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6985], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7186], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7588], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9598], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[-0.0101,  2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0000], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0000], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9598], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7588], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7186], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6985], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6583], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5980], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3166], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2161], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9548], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7940], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7136], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5931], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5127], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4926], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4524], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4122], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3519], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2916], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1912], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1110], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0910], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0512], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0101, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0142], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0142], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0512], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0910], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1110], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1912], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2916], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3519], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4122], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4524], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4926], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5127], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5931], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6131], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6533], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7136], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7940], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9548], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2161], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3166], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4573], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5980], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6583], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6985], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7186], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7588], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9598], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0101, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0000], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8394], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7792], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7390], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3571], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2566], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2365], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1361], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0356], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8347], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7745], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5737], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5335], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4733], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3330], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0953], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0765], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0426], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0302, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0426], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0765], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0953], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1341], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2132], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2730], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3330], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3530], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4332], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4533], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4733], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5335], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5737], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7544], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7745], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8347], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9552], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0356], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0557], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1361], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2365], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2566], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2767], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3370], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3571], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4777], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7390], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7792], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8394], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8595], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8796], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9600], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0302, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0006], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9805], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7997], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6390], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5385], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3778], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2372], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1167], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0966], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0766], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0163], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8357], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7354], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6953], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5951], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3952], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3354], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2958], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2366], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2170], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1781], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0865], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0503, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0512], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0512], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0865], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1781], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2170], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2366], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2958], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3354], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3952], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4351], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5951], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6352], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6953], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7354], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8357], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0163], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0766], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0966], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1167], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2372], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3778], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5385], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5988], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6189], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6390], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6992], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7997], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8801], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9203], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9805], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0503, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0006], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8807], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8606], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3385], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2783], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1780], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1579], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0576], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9373], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8572], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8371], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7570], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6570], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6371], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5373], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3785], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3587], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3390], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2416], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1484], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0865], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0765], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0704, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0765], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0865], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1484], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1664], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2225], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2416], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2609], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2803], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3390], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3587], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3785], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4776], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5373], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6371], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6570], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7370], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7570], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8371], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8572], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9373], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9774], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0376], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0576], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0777], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1579], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1780], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2783], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3385], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6397], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8606], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8807], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9611], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0704, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0020], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9017], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8013], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7210], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7009], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6206], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6005], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7592], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6993], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6396], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6197], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5601], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4612], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4023], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3632], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3244], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2860], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2670], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2296], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0953], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.0905, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0910], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0910], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.0953], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1279], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1428], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1758], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2296], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2670], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2860], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3244], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3632], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4023], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4219], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4612], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5205], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5601], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6197], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6396], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6993], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7592], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8990], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9991], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0591], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0992], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2595], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6005], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6206], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7009], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7210], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8013], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8213], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9017], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[0.0905, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0020], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9629], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9228], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9027], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6620], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5617], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4014], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3613], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3212], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1210], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0011], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9212], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9013], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8614], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7817], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7022], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5637], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4073], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3496], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2206], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1106, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1110], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1110], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1428], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1563], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2206], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2383], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3306], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3496], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4073], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5243], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5637], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6032], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7022], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7817], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8016], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8614], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9013], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9212], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0011], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1210], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1611], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2211], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2611], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3212], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3613], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4014], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5617], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6620], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7021], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9027], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9228], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9629], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1106, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9842], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8839], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8438], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6634], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5432], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4832], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1432], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9637], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9438], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8642], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7650], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6465], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5876], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5680], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2655], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1484], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1307, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1310], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1341], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1484], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2655], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5485], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5680], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5876], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6465], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7650], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8642], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9438], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9637], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1432], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2431], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3431], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4631], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4832], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5432], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5633], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5833], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6634], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6835], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7837], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8438], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8839], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9842], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1307, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9255], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9055], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8454], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8253], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7252], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6451], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4451], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4251], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3252], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2453], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1855], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1058], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9865], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9269], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8477], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7490], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7097], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6900], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6509], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4958], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4388], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4013], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3643], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3104], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2594], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2433], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1508, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1589], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1664], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1758], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2132], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2279], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2433], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2594], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3104], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3643], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4013], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4388], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4958], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6313], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6509], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6900], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7097], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7490], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8477], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8873], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9071], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9269], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9865], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0461], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1058], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1855], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2254], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2453], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3252], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3851], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4251], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4451], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5051], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5851], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6451], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6851], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7252], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7853], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8253], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8454], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9055], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9255], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1508, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9672], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8471], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4872], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4673], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4473], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3675], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0690], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0492], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9699], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7729], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6558], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5786], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5023], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4647], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4092], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3038], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2874], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2416], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1781], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1709, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1711], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1781], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2279], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2416], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2874], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3038], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3207], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3911], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4092], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4647], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5023], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5786], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6558], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6947], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7729], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8909], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9699], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0492], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0690], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0889], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2878], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3675], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4473], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4673], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4872], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5671], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6671], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7871], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8471], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8671], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9672], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1709, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8691], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8291], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7691], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7292], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7092], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6094], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3702], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3304], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3105], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2707], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1714], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1120], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0724], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9737], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8754], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8166], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6806], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6039], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5470], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4542], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3484], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2846], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2433], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2206], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.1910, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1912], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1912], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1933], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.1975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2206], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2433], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2846], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3484], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3654], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4360], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4542], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4909], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5282], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5470], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6039], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6806], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8166], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8362], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8754], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9737], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0131], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0724], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1120], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1714], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2707], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3105], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3304], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3503], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3702], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6094], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7092], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7292], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7691], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8291], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8691], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9091], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[0.1910, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9711], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9312], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9112], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7714], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6119], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5322], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5123], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4924], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4327], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2145], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1749], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1354], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9778], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9386], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7441], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6865], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6674], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6484], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4102], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2985], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2846], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2594], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2296], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2170], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2111, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2113], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2132], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2170], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2225], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2296], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2383], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2594], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2846], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2985], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4102], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4452], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5358], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6484], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6674], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6865], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7249], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7441], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8410], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8800], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9386], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9778], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0762], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1354], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1749], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2145], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4327], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4924], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5123], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5322], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6119], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7714], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9112], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9312], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9711], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2111, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8936], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8736], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4954], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3962], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2576], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1984], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0607], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0019], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8850], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8077], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6177], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5807], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5079], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3269], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2874], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2655], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2416], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2366], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2312, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2314], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2366], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2416], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2482], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2655], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2874], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3269], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3414], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4043], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4209], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5079], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5807], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5992], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6177], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7310], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8077], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8850], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0019], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0607], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1984], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2576], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3962], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4954], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5748], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5947], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6743], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8736], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8936], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2312, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0157], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8364], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7568], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6176], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4986], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4194], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3996], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3601], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3009], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1435], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0457], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9679], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8520], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8328], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7187], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4826], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4488], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4161], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3698], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3038], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2670], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2513, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2562], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2609], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2670], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3038], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3414], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3698], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4161], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4488], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4826], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5708], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6812], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7187], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8328], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8520], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9679], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0457], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1043], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1435], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3009], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3601], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3996], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4194], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4392], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4986], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6176], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6573], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7568], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8165], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8364], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2513, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0157], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9785], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9188], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6011], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5614], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4626], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4034], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2068], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1872], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0896], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0702], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9926], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9733], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9155], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8581], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8201], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8011], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7260], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6158], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4603], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4285], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3838], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3698], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3104], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2860], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2714, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2715], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2730], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2760], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2803], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2860], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3104], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3207], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3698], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3838], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4285], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4443], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4603], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5103], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6158], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6889], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7074], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7260], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8011], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8201], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8581], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9155], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9733], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9926], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0702], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0896], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1091], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1872], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2068], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3049], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3639], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3837], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4034], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4626], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5614], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5812], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6011], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6605], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6803], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8591], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9188], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9785], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2714, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9814], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9416], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6441], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5453], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3877], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3288], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2896], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1336], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0561], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9983], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9599], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8647], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7522], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6607], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5896], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4884], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4568], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4122], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3484], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2958], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.2915, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2916], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2916], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2958], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3281], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3484], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4122], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4568], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4884], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5722], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5896], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6249], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6607], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6788], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7522], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8647], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9599], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9983], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0561], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1336], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2505], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2896], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3288], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3485], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3877], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5453], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6441], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6837], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9416], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9814], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.2915, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7466], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6478], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6281], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5886], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4902], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2943], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2359], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1389], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0618], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0426], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9852], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9662], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7786], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7238], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6877], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6698], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5166], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4699], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4406], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3244], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3116, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3117], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3130], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3156], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3194], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3244], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3306], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3654], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4406], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4699], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5166], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5827], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6698], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6877], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7238], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7786], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9662], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9852], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0426], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0618], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1389], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2359], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2943], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4902], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5886], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6281], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6478], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7466], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9249], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3116, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0075], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9084], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8886], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6714], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3188], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2218], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1062], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0870], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0488], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9918], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9164], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8977], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8419], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7506], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7326], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7148], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6275], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5608], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4690], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4285], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4161], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3643], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3496], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3390], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3354], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3330], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3317, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3330], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3354], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3390], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3438], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3496], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3643], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4043], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4161], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4285], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4690], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5608], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6275], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6619], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7148], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7326], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7506], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8051], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8235], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8419], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8977], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9164], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9918], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0488], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0870], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1062], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1254], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2218], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3188], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6714], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6911], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8886], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9084], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0075], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3317, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9713], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9120], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8528], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7542], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6559], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5187], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4406], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3822], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3434], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2659], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2466], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2274], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1506], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1314], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9987], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9425], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8501], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7068], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6052], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5418], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5267], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5119], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4699], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4568], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4102], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3632], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3587], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3518, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3519], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3519], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3530], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3553], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3587], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3632], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3911], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4102], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4209], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4443], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4568], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4699], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5119], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5267], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5418], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6052], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6383], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7068], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8501], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8684], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9053], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9425], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9987], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1314], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1506], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2274], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2466], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2659], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3240], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3434], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3822], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4406], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4796], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5187], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6559], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7542], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8331], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8528], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9120], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9713], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3518, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0145], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9948], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9750], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9158], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8173], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7780], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7191], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4845], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4262], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2333], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0246], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7517], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6496], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5855], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5701], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5119], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4603], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4488], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4092], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4013], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3785], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3719, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3720], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3752], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3785], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3827], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4013], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4092], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4488], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4603], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5119], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5701], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5855], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6496], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6830], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7517], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9317], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0246], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1189], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2141], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2333], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4262], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4845], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5040], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5235], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6211], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7191], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7780], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8173], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9158], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9750], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9948], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0145], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3719, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9592], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8019], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7627], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6649], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6454], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5674], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4123], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3737], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1635], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0881], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9766], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8496], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6453], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5985], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5267], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4884], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4073], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4023], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3952], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.3920, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3931], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3952], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4023], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4073], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4276], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4360], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4452], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4884], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5267], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5985], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6453], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6776], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7277], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8496], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9766], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0881], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1635], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1824], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3160], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3544], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3737], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4123], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5091], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5674], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6454], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6649], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7040], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7627], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8019], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9592], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[0.3920, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0420], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9437], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7673], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7478], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6114], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5531], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5144], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2840], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2650], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1704], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1329], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8067], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7724], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5418], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5166], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4826], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4542], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4388], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4121, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4122], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4122], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4132], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4219], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4266], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4388], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4542], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4826], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5166], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5418], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5827], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6577], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7724], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8067], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8240], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0769], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1329], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1704], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2650], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2840], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3604], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3796], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4758], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5144], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5531], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6114], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7478], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7673], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9437], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9633], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0026], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4121, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0420], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0069], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8893], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7916], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7137], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5008], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4048], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3285], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8864], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7176], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6402], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6112], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5701], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4647], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4322, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4323], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4332], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4351], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4378], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4415], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4461], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4647], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5103], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5701], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6112], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6402], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7016], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7176], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7833], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8864], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0480], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2339], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3285], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4048], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5008], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5200], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6360], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7137], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7331], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7916], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8893], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0069], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4322, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8940], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8745], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6028], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5643], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3163], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2786], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2599], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1297], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0929], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0747], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0023], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9137], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7781], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7458], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6836], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6686], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6396], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5985], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5855], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5608], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5079], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4612], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4523, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4524], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4524], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4533], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4577], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4612], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4767], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4835], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4909], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5079], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5608], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5855], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5985], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6396], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6686], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6836], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7458], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7781], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8448], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8619], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9137], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9313], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0023], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0383], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0747], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0929], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1113], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1297], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2599], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2786], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3163], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4111], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5643], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5835], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6028], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6414], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7383], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8745], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8940], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9526], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4523, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0159], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8017], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5128], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4937], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4177], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2672], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2486], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2300], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1745], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9938], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8895], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8062], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7900], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7425], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6680], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6402], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5023], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4958], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4733], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4724, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4733], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4776], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4809], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4901], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4958], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5023], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6402], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6680], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7425], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7900], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8062], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8726], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8895], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9938], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1745], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2300], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2486], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2672], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3234], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4177], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4937], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5128], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5511], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7049], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8017], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8211], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9184], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0159], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0355], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4724, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0597], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9818], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8846], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8264], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6914], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5955], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5764], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4434], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3494], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3120], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1645], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1102], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9514], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9004], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8670], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6686], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6052], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.4925, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4926], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4926], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4934], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5007], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5047], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5213], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5282], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5358], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5722], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5827], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6052], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6686], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6964], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8181], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8505], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8670], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9004], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9514], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9861], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0387], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1102], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1282], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1645], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2934], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3120], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3494], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4057], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4434], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4812], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5573], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5764], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5955], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6914], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8264], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8846], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9234], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9818], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[0.4925, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0597], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0646], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0257], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9287], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8706], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7741], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7357], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1732], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0484], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9620], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9450], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8786], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7838], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6836], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6453], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5896], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5470], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5126, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5127], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5127], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5134], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5150], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5174], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5205], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5243], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5290], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5470], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5708], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5896], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6453], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6577], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6836], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7249], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7838], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8303], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8786], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9115], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9450], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9620], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0484], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0837], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1732], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5828], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6782], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7357], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7741], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8706], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8899], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9287], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0257], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5126, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0646], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9148], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8185], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6463], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2001], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1821], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0238], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9230], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8429], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8274], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6496], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6275], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5807], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5373], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5335], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5327, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5328], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5335], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5350], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5373], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5485], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5659], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5807], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6275], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6383], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6496], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7676], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8274], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8429], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9230], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0238], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1821], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2001], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2544], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4763], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6273], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6463], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6654], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7417], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7609], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8185], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9148], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9341], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0503], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5327, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0750], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0556], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9976], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9783], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8244], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7289], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6340], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5963], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5398], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5024], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4094], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2450], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0686], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0344], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9510], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9186], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8255], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7961], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7817], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6158], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5786], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5680], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5637], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5601], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5528, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5536], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5572], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5601], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5637], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5680], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5786], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5992], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6158], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6249], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6776], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7016], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7676], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7817], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7961], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8255], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9186], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9510], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0007], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0344], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0686], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1207], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2450], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3358], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4094], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4279], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5024], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5398], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5963], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6340], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6909], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7289], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8244], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9205], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9783], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9976], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0556], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5528, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0750], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0418], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8497], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8116], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7735], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7545], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6409], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5846], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4728], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3807], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3625], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3080], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2900], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1134], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0453], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0286], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9308], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8539], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8102], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7961], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7425], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7176], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6177], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6039], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5876], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5737], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5729, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5737], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5772], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5834], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5876], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6039], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6105], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6177], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6255], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6619], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6830], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7176], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7425], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7961], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8102], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8539], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9308], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0286], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0453], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1134], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1307], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2720], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2900], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3080], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3625], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3807], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3990], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4728], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5846], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6409], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7545], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7735], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8116], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8497], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0225], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0418], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5729, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0475], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8942], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8561], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5733], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5361], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4807], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3349], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2634], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2105], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1756], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0900], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0732], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9910], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8822], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7838], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7458], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6698], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6607], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5951], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.5930, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5931], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5931], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5937], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5951], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.5998], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6032], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6072], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6118], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6521], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6607], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6698], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6895], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7458], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7838], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8822], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9910], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0071], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0732], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0900], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1756], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2105], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2634], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2990], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3349], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4440], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4807], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5361], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5733], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6106], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8180], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8561], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8751], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8942], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0475], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[0.5930, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0919], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0535], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9578], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9006], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8247], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7680], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6741], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1858], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1347], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9716], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9256], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8670], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8255], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7068], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6877], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6484], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6197], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6131, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6131], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6131], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6138], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6197], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6230], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6268], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6313], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6364], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6421], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6484], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6788], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6877], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7068], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7277], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8255], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8670], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9256], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9716], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0844], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1347], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1858], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3440], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3619], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4341], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4889], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5810], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6741], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7303], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7680], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8057], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8247], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9006], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9578], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0535], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6131, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0919], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0404], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0022], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9832], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9451], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8693], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6815], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6629], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6073], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5155], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3178], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3003], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1624], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1289], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0795], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8954], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8539], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8274], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7900], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7781], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7148], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6674], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6558], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6509], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6465], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6396], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6371], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6332, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6332], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6339], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6352], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6371], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6396], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6465], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6509], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6558], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6613], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6674], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6812], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6889], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7148], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7781], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7900], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8274], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8539], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8954], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9243], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0795], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1289], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1624], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2307], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3003], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3178], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3355], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4973], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5155], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6073], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6629], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6815], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7563], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7751], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8693], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9451], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9832], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0022], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0404], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6332, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0849], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0087], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9328], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8574], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8010], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7450], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7264], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7078], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6522], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6154], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4518], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3804], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2928], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2241], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1903], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1076], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0915], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0438], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0127], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9527], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8822], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8429], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8062], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7724], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7517], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7326], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7238], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6865], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6806], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6570], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6533, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6533], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6533], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6552], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6570], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6626], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6662], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6704], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6806], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6865], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7074], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7238], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7326], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7517], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7724], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7833], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8062], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8181], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8303], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8429], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8822], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9527], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0127], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0282], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0438], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0915], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1076], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1903], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2241], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2928], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3804], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4338], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4518], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5240], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6154], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6522], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7078], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7264], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7450], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8010], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8574], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9139], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9328], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0087], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0277], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0849], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6533, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0913], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8645], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8084], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2518], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2349], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1520], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0258], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9523], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7506], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7260], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7187], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6900], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6734, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6734], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6740], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6752], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6794], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6824], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6859], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6900], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6947], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7119], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7187], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7260], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7506], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9243], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9523], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0258], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0720], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1520], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2349], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2518], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3203], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6053], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6236], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8084], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8645], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9021], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0533], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0913], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6734, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9280], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8532], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8346], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6685], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5596], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5237], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4350], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3825], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2627], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2128], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1478], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0542], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0242], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9807], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9527], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9256], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8067], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7522], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7097], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7022], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6993], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6953], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.6935, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6941], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6953], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.6993], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7022], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7057], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7097], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7249], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7310], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7447], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7522], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8067], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8505], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9256], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9527], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9807], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0242], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0542], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1478], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2128], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2627], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3825], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4350], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5237], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5596], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5777], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6139], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6685], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7604], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8346], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8532], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9280], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0410], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0789], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[0.6935, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0291], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9353], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7134], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6226], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5330], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3927], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3583], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2408], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1442], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0825], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0675], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8786], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8670], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7786], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7441], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7136, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7136], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7136], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7142], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7441], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7708], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7786], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8240], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8448], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8670], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8786], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0675], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0825], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1131], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1442], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1600], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2408], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3074], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3243], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3583], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3927], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4448], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5330], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6226], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7134], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9353], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0291], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7136, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0738], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9242], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7037], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6495], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6315], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6136], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5602], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5424], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4548], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3520], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3018], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2201], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2041], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1261], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0519], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9308], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9186], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7490], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7354], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7337, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7337], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7354], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7370], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7392], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7490], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7581], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7634], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7692], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7822], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7894], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8051], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8619], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8726], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9186], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9308], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0376], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0519], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1261], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1414], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2041], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2201], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3018], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3520], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4548], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5424], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5602], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6136], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6315], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6495], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7037], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9057], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9242], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9988], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0738], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7337, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1373], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7850], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7487], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7125], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6765], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6229], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5874], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5346], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4997], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3464], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2805], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2483], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2323], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0519], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0242], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9716], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9230], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9004], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8895], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8496], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8011], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7729], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7650], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7592], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7570], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7538, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7538], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7544], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7554], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7570], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7592], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7618], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7650], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7729], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8011], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8235], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8496], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8895], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9004], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9115], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9230], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9716], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0242], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0519], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1243], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1544], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2323], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2483], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2805], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3132], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3464], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4307], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4479], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4997], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5346], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5697], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5874], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6229], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6765], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7125], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7487], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7850], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8033], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8582], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9320], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0249], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0436], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0623], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7538, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1373], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1258], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0884], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0325], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9215], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8300], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8118], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7214], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6678], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6500], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6323], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5445], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3086], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2925], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2290], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1527], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0944], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0258], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0127], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9510], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8864], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8501], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8419], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8201], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8077], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7817], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7745], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7739, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7745], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7817], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7884], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8021], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8077], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8136], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8201], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8419], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8501], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8864], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9066], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9510], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9999], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0127], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0258], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0944], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1527], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2290], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2925], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3086], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3249], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5445], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6323], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6500], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6678], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7214], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8118], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8300], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9031], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9215], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0325], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0884], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1071], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1258], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7739, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1518], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1145], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0588], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9297], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6068], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5375], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3693], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2887], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1228], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0675], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0542], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9910], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9450], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9137], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8328], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8166], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.7940, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7940], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7940], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7945], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7956], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7971], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.7991], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8016], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8046], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8082], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8121], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8166], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8269], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8328], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8684], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8767], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9137], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9450], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9910], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0282], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0542], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0675], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1228], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1663], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2887], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3693], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4355], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5375], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6068], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7844], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9297], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9664], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0217], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0588], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1145], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[0.7940, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1518], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1222], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9929], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9746], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9381], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8473], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4634], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3648], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3328], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2547], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1513], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0825], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0438], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9620], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9514], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8647], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8581], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8520], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8141, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8141], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8215], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8245], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8279], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8362], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8410], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8463], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8520], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8581], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8647], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8868], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9124], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9313], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9514], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9620], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0071], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0438], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0825], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1513], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2547], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2856], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3328], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3648], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3810], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4634], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4970], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5823], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6169], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8473], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9016], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9381], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9746], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9929], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0851], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1222], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8141, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1670], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0746], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9466], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7494], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6966], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5756], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5080], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2085], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1940], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1797], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8977], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8477], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8371], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8357], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8347], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8342, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8342], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8347], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8357], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8371], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8391], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8415], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8477], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8605], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8836], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8977], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9053], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0007], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0720], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1243], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1797], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1940], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2085], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4091], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4417], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5080], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5756], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6099], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6966], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7494], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8383], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8743], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9466], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0562], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0746], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8342, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1670], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1011], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0097], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9192], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8298], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8120], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7943], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7415], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6547], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5863], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5359], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4534], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3267], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3114], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2962], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2369], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1940], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1527], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1261], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0286], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9164], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8850], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8754], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8642], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8614], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8572], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8543, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8557], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8572], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8614], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8642], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8675], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8754], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8800], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8850], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8905], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8963], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9026], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9164], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9317], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9861], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0286], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1131], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1261], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1527], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1663], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1940], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2369], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2962], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3114], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3267], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3734], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4534], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5026], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5359], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5526], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5863], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6547], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7240], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7415], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7943], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8120], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8298], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9192], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0097], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0279], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1011], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1563], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8543, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1644], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1460], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0728], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0546], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0365], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9822], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9462], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8925], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8747], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7167], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4653], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4333], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3705], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2365], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2085], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0915], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0795], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0453], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0344], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0238], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9938], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9425], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9155], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8744, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8744], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8772], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8813], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8873], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8909], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9098], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9155], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9425], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9938], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0238], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0344], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0453], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0795], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0915], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1414], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1544], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2085], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2365], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3705], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4333], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4653], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5306], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6141], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6823], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7167], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7689], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8747], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8925], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9462], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9822], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0365], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0546], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0728], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1277], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1460], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1644], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8744, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0996], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0814], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9732], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8489], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7963], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7616], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4143], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3834], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2793], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2650], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2369], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1442], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1076], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0732], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0023], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9766], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9013], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.8945, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8945], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8959], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8972], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.8990], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9013], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9071], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9106], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9408], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9766], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0023], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0732], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0844], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1076], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1442], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2369], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2650], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2793], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3834], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4143], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6758], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7443], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7616], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7963], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8489], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9732], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0271], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0814], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0996], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1543], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1726], grad_fn=<SvdBackward>)
jacobian = tensor([[0.8945, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1263], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1082], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0361], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8587], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7719], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7547], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6866], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5539], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5056], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4426], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2793], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1478], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0900], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0686], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0484], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9662], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9599], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9386], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9269], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9212], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9146, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9173], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9212], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9269], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9304], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9386], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9433], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9599], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9662], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9729], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0387], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0484], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0686], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0900], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1478], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1600], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2793], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2934], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3663], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3964], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4426], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4739], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5056], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5539], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6031], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6866], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7205], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7547], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7719], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8587], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0181], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0361], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1082], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1263], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9146, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1713], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1531], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9740], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9036], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8167], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7482], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7144], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6642], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6476], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5498], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4864], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4097], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3506], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3361], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3218], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1520], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1289], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9987], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9918], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9852], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9733], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9679], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9438], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9373], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9347, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9347], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9352], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9373], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9390], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9412], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9438], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9502], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9582], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9628], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9679], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9733], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9852], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9918], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9987], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0383], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0473], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1289], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1520], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3218], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3361], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3506], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3947], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4097], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4864], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5498], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6476], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6642], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7144], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7482], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8167], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8339], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8861], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9036], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9211], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9740], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0631], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1531], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1713], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9347, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2162], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1981], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1439], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1260], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1080], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9660], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8100], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7929], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6921], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6263], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5940], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4532], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4083], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3935], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3790], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3361], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2547], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2290], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2041], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1347], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1134], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0246], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9983], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9926], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9778], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9737], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9699], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9637], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9548, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9548], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9548], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9552], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9561], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9574], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9612], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9637], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9666], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9699], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9737], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9778], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9926], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9983], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0107], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0246], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0399], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0480], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0837], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1134], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1347], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2041], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2290], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2547], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3361], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3503], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3790], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3935], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4083], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4532], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5461], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5940], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6263], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6921], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7929], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8100], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9310], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9660], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0189], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0367], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1080], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1260], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1439], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1619], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1981], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9548, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2162], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2069], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1172], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0994], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0816], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0285], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7366], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6061], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5902], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5120], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4220], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3506], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2962], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2323], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2201], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1624], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0747], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0019], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9865], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9749, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9749], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9753], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9774], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9791], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9865], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9934], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0019], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0067], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0119], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0584], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0664], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0747], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1109], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1207], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1307], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1624], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2201], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2323], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2962], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3506], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4220], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5120], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5743], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5902], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6061], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7366], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9063], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0285], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0639], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0816], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0994], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1172], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2069], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9749, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2158], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1979], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1621], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1265], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1088], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0558], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9858], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9685], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8147], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7979], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7646], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6825], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5713], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4948], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3790], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3114], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2483], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2128], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1903], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1102], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0929], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0488], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0426], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0011], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[ 0.9950, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9950], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9962], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9975], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([0.9991], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0011], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0035], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0131], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0171], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0215], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0313], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0426], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0488], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0622], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0694], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0769], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0929], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1014], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1102], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1687], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1903], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2128], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2244], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2483], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2856], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3114], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3379], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3515], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3790], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4071], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4948], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5557], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5713], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6026], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6825], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7151], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7646], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7979], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8147], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8824], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9339], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9685], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9858], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0382], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0558], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1088], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1265], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1443], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1621], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1979], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2158], grad_fn=<SvdBackward>)
jacobian = tensor([[0.9950, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2429], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9101], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6625], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6466], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5841], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4642], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3935], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3267], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2887], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2408], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1858], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1756], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0881], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0618], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0561], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0457], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0163], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0151, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0155], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0163], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0191], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0234], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0262], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0294], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0368], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0457], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0561], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0618], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0679], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0743], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0881], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1113], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1282], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1371], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1756], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1858], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2408], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2887], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3267], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3663], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3935], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4642], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5841], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6466], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6625], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9101], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0656], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0831], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0151, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2429], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2520], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2342], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2164], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1986], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1280], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0408], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9549], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8704], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7875], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6907], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4640], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4220], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4083], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2925], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2805], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2349], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2241], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1297], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0870], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0702], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0607], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0492], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0356], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0352, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0352], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0356], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0364], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0376], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0391], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0411], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0434], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0461], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0492], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0526], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0607], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0652], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0702], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0870], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0933], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1069], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1297], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1463], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1735], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2135], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2241], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2349], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2805], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2925], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3947], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4083], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4220], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4640], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5666], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6907], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7875], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8704], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9549], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9720], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0235], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0408], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0582], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1280], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1633], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1986], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2164], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2342], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0352, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2520], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2613], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2259], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2082], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1905], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1729], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1204], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0167], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9996], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9826], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9487], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9150], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8982], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8650], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7508], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7348], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6561], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6253], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5356], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4924], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4642], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4097], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3834], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3705], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3328], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3086], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2627], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2518], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2105], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1821], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1732], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1645], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1329], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1062], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0896], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0724], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0690], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0576], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0553, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0553], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0557], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0565], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0576], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0591], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0660], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0690], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0724], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0762], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0803], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0848], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0896], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0948], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1003], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1062], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1124], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1189], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1329], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1403], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1645], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1732], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1821], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2007], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2105], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2307], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2518], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2627], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3086], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3328], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3705], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3834], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3964], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4097], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4642], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4924], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5356], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5503], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5950], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6253], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6561], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7030], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7348], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7508], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7830], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8650], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8982], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9150], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9487], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9826], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9996], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0167], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0339], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1030], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1204], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1729], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1905], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2082], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2259], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2436], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0553, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2613], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2003], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1653], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1305], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0444], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9596], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8929], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6690], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6537], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5935], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5640], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5208], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3018], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2001], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1745], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1314], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0766], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0754, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0754], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0758], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0766], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0792], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0859], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0889], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0922], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0999], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1043], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1142], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1254], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1314], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1666], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1745], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2001], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2688], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3018], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3132], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3249], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3734], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4515], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5208], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5640], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5935], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6537], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6690], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8273], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8929], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9095], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9596], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0444], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1132], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1305], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1653], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2003], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0754, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2804], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2102], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1928], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1580], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9875], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7753], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7438], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5635], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4532], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4143], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3648], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1704], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1635], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1506], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1389], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1336], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1120], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1058], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0966], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.0955, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0955], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0966], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0977], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.0992], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1010], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1032], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1058], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1087], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1120], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1239], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1336], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1389], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1446], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1506], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1635], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1704], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1852], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1930], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2095], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2755], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3074], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3648], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4143], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4532], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5635], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7438], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7753], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8231], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9875], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1580], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1928], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2102], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2452], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[1.0955, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2804], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2551], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2202], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2029], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0489], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8353], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7257], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7104], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5635], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5356], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4948], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4426], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3693], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3464], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2928], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2634], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2450], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1435], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1354], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1210], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1167], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1156, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1156], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1167], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1192], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1210], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1232], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1257], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1286], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1318], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1354], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1435], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1481], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1583], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1638], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1697], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1824], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2450], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2634], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2729], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2928], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3243], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3464], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3693], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3810], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4426], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4948], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5356], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5635], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7104], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7257], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8353], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9654], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0489], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1339], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1856], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2029], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2202], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2376], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2551], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1156, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2825], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2477], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1275], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0936], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0432], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9116], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8634], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7085], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6348], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6061], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5640], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4333], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3520], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3003], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2300], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1432], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1361], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1357, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1357], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1361], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1393], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1410], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1432], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1516], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1551], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1590], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1676], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1725], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1950], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2014], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2151], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2224], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2300], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2544], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2720], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3003], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3203], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3520], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4333], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4708], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5503], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5640], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6061], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6348], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7085], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7694], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8634], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9116], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0099], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0432], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0936], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1275], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1959], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2477], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2825], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1357, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2926], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2579], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9885], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9076], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8916], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8286], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7519], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6923], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6632], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6488], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5120], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4864], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3583], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3178], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2900], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2486], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1872], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1749], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1714], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1579], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1558, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1558], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1562], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1579], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1611], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1631], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1656], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1714], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1749], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1872], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1920], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2141], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2204], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2270], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2339], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2486], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2643], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2900], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2990], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3083], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3178], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3583], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4739], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4864], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5120], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5924], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6488], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6632], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6923], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7519], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8131], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8286], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8916], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9076], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9885], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1552], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1722], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2235], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2579], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2926], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1558, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3201], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3028], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2683], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2340], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1157], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0493], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7954], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7061], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6629], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6488], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6348], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5935], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4653], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4534], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3080], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2672], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2599], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2333], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2274], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2218], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2068], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1984], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1855], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1780], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1759, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1759], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1780], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1794], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1811], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1831], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1855], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1882], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1913], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1947], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1984], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2024], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2068], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2115], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2218], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2274], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2333], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2528], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2599], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2672], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2827], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3080], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3550], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4417], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4534], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4653], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5274], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5666], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5800], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5935], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6348], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6488], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6629], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7061], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7207], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7954], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9358], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0165], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0493], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0824], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1157], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1830], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1999], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2169], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2340], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2683], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3028], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1759, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3201], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2617], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1939], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1603], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1269], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0938], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0446], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0121], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9322], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8390], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8087], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7056], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6914], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6632], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5056], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3927], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3825], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3349], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2786], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2650], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2466], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2359], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2145], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.1960, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1960], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1964], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1980], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2011], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2031], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2081], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2111], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2145], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2221], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2264], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2359], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2466], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2525], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2650], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2786], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2859], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2934], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3261], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3349], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3440], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3825], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3927], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4137], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4935], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5056], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5557], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5950], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6632], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6914], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7056], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8087], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8390], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9165], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9322], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0121], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0446], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0938], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1269], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1436], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1603], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1939], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2617], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2788], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2959], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3131], grad_fn=<SvdBackward>)
jacobian = tensor([[1.1960, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3064], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2724], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2385], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1881], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1548], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0890], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0564], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8521], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8220], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7923], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7056], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5841], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5713], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4634], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3804], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3120], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2840], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2659], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2161, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2161], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2161], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2165], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2171], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2181], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2194], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2231], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2254], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2280], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2310], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2379], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2418], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2460], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2505], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2605], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2659], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2717], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2840], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3120], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3358], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3619], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3804], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4307], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4634], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5461], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5713], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5841], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7056], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7198], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7923], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8220], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8521], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0081], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0564], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0890], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1053], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1548], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1881], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2049], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2217], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2385], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2724], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2894], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3064], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3235], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2161, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3512], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3001], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2327], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1662], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1498], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1334], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0845], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0523], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0045], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9887], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9110], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8957], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7625], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7482], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7061], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6923], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6253], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5498], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3625], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3163], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2576], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2453], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2372], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2365], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2362, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2362], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2365], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2372], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2382], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2395], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2411], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2431], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2453], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2508], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2541], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2576], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2656], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2701], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2748], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2909], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3095], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3163], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3234], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3307], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3461], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3625], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3710], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3982], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4077], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5026], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5498], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5743], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6253], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6923], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7061], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7482], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7625], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7769], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8957], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9110], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9730], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9887], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0045], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0523], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0845], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1334], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1498], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1662], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2327], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3001], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3171], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2362, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3512], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3618], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3110], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2941], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2439], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1942], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1778], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1451], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1288], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1126], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0965], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9701], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9547], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9393], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8344], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7625], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6537], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5902], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5539], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5080], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4548], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4350], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3807], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3494], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3285], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2943], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2896], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2707], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2566], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2563, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2563], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2566], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2573], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2582], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2611], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2631], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2653], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2678], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2707], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2739], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2896], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2943], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2993], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3046], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3102], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3221], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3285], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3422], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3494], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3645], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3807], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4254], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4350], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4448], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4548], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5080], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5306], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5539], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5902], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6026], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6537], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6935], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7207], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7625], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7909], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8344], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9393], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9547], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9701], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0485], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0965], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1126], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1288], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1451], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1778], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1942], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2273], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2439], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2941], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3110], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3448], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2563, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3618], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3388], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3220], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2718], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2222], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2058], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1731], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1086], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0295], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9524], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8775], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7085], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6690], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6561], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6061], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5940], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5359], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3188], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3009], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2783], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2764, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2764], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2767], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2783], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2796], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2812], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2831], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2853], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2878], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2906], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2937], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2971], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3009], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3049], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3092], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3139], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3188], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3240], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3294], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3352], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3541], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3755], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3909], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3990], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4248], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4338], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4927], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5359], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5940], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6061], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6561], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6690], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7085], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7769], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7909], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8051], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8775], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9221], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9524], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0295], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1086], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1731], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2058], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2222], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2387], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2552], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2718], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3220], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3388], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2764, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3498], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3164], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2667], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2502], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1850], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1528], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0578], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0267], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9807], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8478], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8335], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7104], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6466], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4997], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4518], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4094], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3434], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3288], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3105], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.2965, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2965], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2968], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2984], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3030], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3077], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3105], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3135], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3206], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3246], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3288], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3382], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3434], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3488], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3544], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3604], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3869], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4094], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4341], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4518], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4997], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5526], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6101], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6466], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7104], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7776], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8335], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8478], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9059], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9207], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9807], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0267], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0422], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0578], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1049], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1528], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1689], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1850], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2175], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2502], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2667], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3164], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3498], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[1.2965, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3944], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3112], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1649], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1490], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1017], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0705], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0396], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9940], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8478], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7923], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7519], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7257], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6625], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6263], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5375], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3737], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3304], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3252], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3212], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3166, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3166], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3166], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3175], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3185], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3197], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3212], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3252], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3276], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3304], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3334], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3403], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3485], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3529], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3628], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3737], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3796], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3857], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4057], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4203], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4279], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4440], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4523], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4609], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5171], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5375], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5917], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6031], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6263], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6625], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7257], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7519], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7923], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8478], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8619], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9940], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0243], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0396], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0705], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1017], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1174], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1490], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1649], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2782], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3112], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3277], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3166, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3944], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4056], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3227], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2736], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2574], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2251], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1931], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1143], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0680], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0527], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0375], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9923], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9627], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8904], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8344], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6907], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5863], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5756], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5445], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5346], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4177], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4048], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3822], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3601], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3385], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3367, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3370], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3376], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3385], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3397], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3412], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3431], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3476], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3503], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3532], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3565], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3601], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3681], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3725], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3822], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4048], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4111], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4177], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4245], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4967], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5248], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5346], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5445], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5756], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5863], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6427], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6907], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7030], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8344], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8904], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9046], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9627], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9923], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0375], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0527], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0680], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0988], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1143], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1772], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1931], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2251], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2412], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2574], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2736], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3227], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3391], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3722], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3367, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4056], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4168], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3836], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3507], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3017], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2373], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1896], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1426], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1117], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0357], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9474], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9188], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8220], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8087], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7954], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7438], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6825], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6476], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5424], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5330], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5237], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4807], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4728], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4434], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4123], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3877], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3702], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3675], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3613], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3571], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3568, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3568], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3571], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3577], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3613], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3631], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3675], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3702], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3731], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3837], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3877], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3921], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3967], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4016], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4068], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4123], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4239], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4302], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4434], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4504], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4728], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4807], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4889], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4973], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5147], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5237], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5330], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5424], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5620], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6141], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6476], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6825], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7438], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7565], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7694], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7954], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8087], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8220], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9046], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9188], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9474], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0357], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1117], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1271], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1426], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1582], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1739], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1896], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2213], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2373], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2694], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3017], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3180], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3507], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3671], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3836], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3568, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4168], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4281], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4116], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3951], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3460], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3136], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2814], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2336], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1865], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0942], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0640], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9903], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8775], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7348], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6642], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5602], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5155], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4262], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4034], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3996], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3962], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3778], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3769, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3769], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3772], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3778], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3813], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3831], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3851], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3901], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3930], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3962], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3996], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4034], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4117], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4262], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4316], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4493], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4692], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4763], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4837], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4913], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5155], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5240], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5602], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5697], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6099], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6204], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6311], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6642], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7348], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8107], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8775], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9190], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9903], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0640], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0791], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0942], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1865], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2021], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2336], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2654], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2814], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3136], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3460], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3951], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4116], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3769, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4281], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4396], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4067], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3904], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3741], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3579], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3256], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3096], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2936], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2148], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1377], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0924], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0775], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0627], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0333], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0187], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9756], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9474], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8521], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8390], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7753], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7508], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6921], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6068], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5874], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5596], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5024], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4565], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4406], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4194], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4014], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.3970, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3979], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3988], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.3999], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4014], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4031], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4051], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4074], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4100], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4194], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4271], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4406], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4565], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4623], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4684], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4747], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4812], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5024], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5422], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5508], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5596], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5687], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5874], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6068], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6169], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6921], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7151], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7508], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7753], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8131], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8390], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8521], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9059], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9474], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9756], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0187], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0333], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0627], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0775], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0924], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1074], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1225], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1377], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1837], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2148], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2936], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3096], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3256], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3417], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3579], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3741], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3904], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4067], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[1.3970, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4396], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4348], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4185], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3699], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3538], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3218], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2430], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2275], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2120], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1966], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1813], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1509], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0617], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0471], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0041], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8286], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6866], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6547], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5361], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4937], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4327], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4251], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4171, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4171], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4171], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4174], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4180], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4200], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4214], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4251], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4273], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4299], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4327], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4358], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4392], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4428], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4509], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4703], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4758], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4937], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5139], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5361], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5440], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5866], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6547], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6758], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6866], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8286], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8543], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9207], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0041], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0471], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0617], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0763], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1059], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1358], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1509], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1813], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1966], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2120], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2275], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2430], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2743], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3059], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3218], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3538], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3699], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4185], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4348], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4171, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3980], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3659], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3500], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2713], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2558], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2096], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1944], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1793], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1048], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0325], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9903], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9627], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8957], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7366], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7144], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6323], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6229], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6136], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5398], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5128], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5008], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4845], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4626], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4473], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4451], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4372, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4372], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4375], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4381], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4389], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4400], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4414], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4431], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4451], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4473], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4498], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4526], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4557], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4626], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4706], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4750], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4796], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4845], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4951], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5008], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5067], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5128], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5327], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5398], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5547], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5957], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6136], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6229], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6323], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7144], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7254], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7366], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7830], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8957], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9221], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9627], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9903], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0325], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1048], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1793], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1944], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2096], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2403], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2558], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2713], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2869], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3500], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3659], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3980], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4141], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4303], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4372, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4746], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4261], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4101], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3466], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3308], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3152], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2841], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2686], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2228], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1926], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0895], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0187], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9110], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8353], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7875], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7646], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6500], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6315], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6226], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5733], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5144], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4902], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4673], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4573, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4573], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4573], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4576], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4582], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4601], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4631], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4673], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4697], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4725], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4755], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4788], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4861], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4902], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5144], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5200], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5259], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5516], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5658], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5733], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5810], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5889], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6053], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6139], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6226], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6315], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6500], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7205], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7313], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7533], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7646], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7875], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8231], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8353], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9110], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0187], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0752], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0895], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1926], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2228], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2380], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2686], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2841], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3152], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3308], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3466], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3782], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4101], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4261], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4422], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4573, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4746], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4865], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4704], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4223], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4064], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3435], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2816], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2060], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1469], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0893], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0471], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0333], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9923], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9524], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9393], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8634], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7482], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7167], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6966], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6678], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6495], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6154], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6073], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5846], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5187], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4986], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4954], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4924], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4872], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4832], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4774, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4774], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4782], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4791], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4802], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4815], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4832], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4851], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4872], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4897], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4924], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4954], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4986], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5021], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5059], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5099], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5142], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5187], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5235], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5285], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5511], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5573], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5638], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5705], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5846], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6073], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6154], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6236], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6495], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6678], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6966], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7066], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7167], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7482], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8156], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8273], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8634], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8758], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9393], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9524], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9923], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0059], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0333], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0471], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0752], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0893], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1180], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1469], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2060], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2209], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2360], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2816], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3124], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3435], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3591], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3748], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3906], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4064], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4223], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4383], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4704], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4774, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4865], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4985], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3253], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2795], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2644], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2493], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2344], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2195], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2047], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1900], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1608], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1464], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0895], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0617], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9940], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9807], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9547], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8916], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7979], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7547], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6765], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5963], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5764], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5643], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5531], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5123], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.4975, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4975], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4978], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4983], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.4991], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5002], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5032], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5051], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5072], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5096], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5123], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5152], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5219], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5256], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5338], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5430], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5531], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5643], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5702], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5764], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5828], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5963], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6106], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6588], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6765], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6950], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7240], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7547], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7760], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7979], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8673], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8916], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9165], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9547], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9807], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9940], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0617], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0895], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1320], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1464], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1608], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1900], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2047], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2195], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2344], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2493], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2644], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2795], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3253], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3562], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3717], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4030], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4505], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4824], grad_fn=<SvdBackward>)
jacobian = tensor([[1.4975, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4985], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4470], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4000], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3845], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3536], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3078], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2927], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1462], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0627], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0357], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9701], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9322], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9076], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8147], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7929], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7719], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7616], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7415], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6685], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6522], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5955], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5674], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5453], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5322], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5176, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5176], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5179], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5184], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5192], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5203], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5216], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5232], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5251], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5272], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5296], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5322], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5382], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5453], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5492], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5534], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5625], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5674], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5725], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5835], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5955], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6151], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6444], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6522], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6685], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6770], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6945], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7127], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7415], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7616], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7719], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7929], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8147], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8717], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9076], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9322], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9701], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0357], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0627], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0763], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1180], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1320], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1462], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1605], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2927], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3078], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3383], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3536], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3845], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4000], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4156], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4470], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5176, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5228], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4910], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4753], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4439], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4283], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3514], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3061], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2322], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2177], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1746], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1464], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1048], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0775], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0640], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0375], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9116], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8650], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8100], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7494], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7214], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7125], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7037], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6629], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6409], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6340], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6028], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5614], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5432], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5385], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5377, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5377], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5380], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5385], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5393], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5403], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5417], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5432], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5451], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5472], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5495], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5521], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5550], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5614], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5689], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5730], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5774], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5820], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5869], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5973], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6028], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6273], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6340], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6409], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6481], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6629], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6707], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6868], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7037], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7125], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7214], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7494], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7689], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8100], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8207], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8650], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9116], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9358], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9730], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0243], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0375], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0507], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0640], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0775], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1048], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1464], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1605], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1746], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2032], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2177], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2322], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2468], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2763], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3061], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3362], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3514], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4283], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4439], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4753], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4910], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5377, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5228], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4566], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3797], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3646], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3495], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3345], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3195], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3047], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2173], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1608], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1469], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0924], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0527], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0396], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0267], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9887], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8929], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8704], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8167], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7963], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7134], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6815], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6741], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6463], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6114], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5886], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5617], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5578, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5578], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5581], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5604], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5617], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5633], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5671], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5694], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5720], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5748], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5812], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5848], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5886], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5927], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6114], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6221], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6278], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6338], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6399], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6463], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6668], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6741], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6815], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7134], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7219], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7485], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7864], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7963], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8167], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8484], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8704], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8929], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9278], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9762], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9887], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0267], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0396], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0527], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0791], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0924], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1059], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1469], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1608], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2030], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2173], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2317], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3047], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3195], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3345], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3495], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3646], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3797], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3950], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4103], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4411], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4566], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5193], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5578, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5475], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5161], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5004], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4849], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4539], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4386], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4233], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3929], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3629], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3036], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2890], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2601], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2315], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2173], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2032], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1074], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0942], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0680], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0295], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0045], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8982], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7943], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7487], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7078], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6011], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5779, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5779], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5795], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5805], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5818], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5833], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5851], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5871], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5894], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5919], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5947], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5978], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6011], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6046], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6084], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6124], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6166], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6258], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6360], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6414], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6530], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6654], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6719], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6928], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7078], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7156], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7317], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7487], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7848], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7943], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8339], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8548], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8982], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9095], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0045], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0295], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0422], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0680], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0942], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1074], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2032], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2173], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2315], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2601], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2890], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3036], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3629], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3779], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3929], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4081], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4233], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4386], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4539], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4694], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4849], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5004], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5161], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5317], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5779, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5475], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5287], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4977], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4669], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4364], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4062], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3912], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3467], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3029], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2742], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2599], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2177], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1900], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1358], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0705], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0578], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9150], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8120], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7264], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6454], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6281], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6176], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6119], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6094], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6005], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.5980, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5980], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5980], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5983], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5988], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.5995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6005], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6018], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6033], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6051], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6094], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6119], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6146], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6176], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6209], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6244], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6281], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6320], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6362], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6454], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6503], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6663], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6722], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6782], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6909], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6976], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7045], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7264], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7420], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7501], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7668], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7755], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7844], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8120], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8824], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9150], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9489], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0081], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0203], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0327], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0578], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0705], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0833], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0963], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1225], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1358], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1763], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1900], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2038], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2177], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2317], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2457], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2599], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2742], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3029], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3174], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3320], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3467], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3912], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4062], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4213], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4364], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4516], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4669], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4977], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5132], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5287], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.5980, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5570], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5415], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5260], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4953], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4648], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4497], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4047], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3459], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3314], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2883], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2742], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2601], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2322], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2047], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1509], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1377], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1117], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0121], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9885], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9101], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8587], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8489], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8298], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7850], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7450], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6914], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6649], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6559], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6478], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6441], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6206], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6181, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6181], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6189], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6206], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6219], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6234], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6251], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6271], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6293], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6318], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6345], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6375], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6441], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6478], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6559], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6649], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6697], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6748], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6801], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6856], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6914], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6973], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7099], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7303], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7376], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7450], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7604], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7850], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8298], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8489], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8587], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8788], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9101], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9654], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9885], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0121], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0485], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0988], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1117], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1377], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1509], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1642], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1776], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2047], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2184], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2322], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2601], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2742], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2883], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3314], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3459], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3605], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3751], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3899], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4047], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4497], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4648], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4800], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4953], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5260], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5415], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5570], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6181, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5698], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5389], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4932], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4780], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3454], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3168], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2195], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2060], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1926], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1793], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1143], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1017], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0523], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9596], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9487], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8118], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7289], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6714], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6451], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6390], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6382, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6382], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6385], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6390], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6397], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6419], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6434], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6451], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6471], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6493], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6517], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6544], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6573], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6605], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6676], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6714], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6755], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6844], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7049], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7106], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7165], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7226], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7289], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7563], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7712], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7950], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8033], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8118], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8383], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8476], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8861], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9487], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9596], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0049], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0165], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0523], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1017], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1143], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1271], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1400], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1793], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1926], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2060], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2195], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2331], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2468], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2745], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3168], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3310], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3454], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4331], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4480], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4780], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4932], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5236], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5389], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5698], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6382, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5981], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5826], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5672], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5519], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5215], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5064], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4914], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4764], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4173], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4027], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3882], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3738], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3594], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3029], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2890], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2344], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1944], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1813], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1426], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0564], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0446], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9875], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9549], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9036], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8747], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8473], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8300], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7680], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7545], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7357], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7137], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6634], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6620], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6583, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6583], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6583], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6591], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6598], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6608], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6620], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6634], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6671], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6692], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6717], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6743], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6772], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6803], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6837], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6873], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6952], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7087], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7137], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7243], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7357], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7417], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7480], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7545], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7680], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7751], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7975], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8300], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8473], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8747], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8841], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8938], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9036], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9236], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9339], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9549], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9765], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9875], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0099], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0329], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0446], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0564], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1049], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1174], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1426], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1813], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1944], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2209], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2344], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2890], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3029], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3169], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3310], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3452], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3594], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3738], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3882], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4027], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4173], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4320], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4764], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4914], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5064], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5215], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5519], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5672], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5826], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6583, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5981], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6109], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5956], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5650], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5499], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5348], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5197], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5048], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4457], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4311], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4166], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3736], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3594], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3454], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3314], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3174], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3036], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2493], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2228], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2096], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1966], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1086], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0965], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0845], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0493], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9826], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9720], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9310], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8925], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8084], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8010], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7735], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7609], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7191], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6784, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6784], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6791], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6808], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6820], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6835], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6851], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6871], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6916], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6942], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6971], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7002], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7108], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7191], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7282], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7331], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7383], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7549], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7609], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7735], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8010], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8084], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8317], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8482], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8743], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8925], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9310], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9720], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9826], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0493], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0609], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0845], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0965], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1086], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1208], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1582], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1837], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1966], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2096], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2228], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2360], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2493], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2763], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3036], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3174], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3314], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3454], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3594], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3736], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4166], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4311], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4457], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4604], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4751], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4899], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5048], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5197], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5348], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5499], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5650], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5803], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5956], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6784, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6109], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4888], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4741], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4450], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4020], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3738], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3459], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3047], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2644], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2120], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1865], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1490], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1126], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0890], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0432], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9996], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9685], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8346], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7741], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7478], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7092], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7009], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.6985, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6985], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6985], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6988], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6992], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.6999], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7009], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7021], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7052], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7092], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7116], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7141], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7170], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7233], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7268], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7306], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7345], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7478], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7526], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7684], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7741], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7801], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7925], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8057], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8346], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8582], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8665], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8749], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8835], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9485], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9685], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9996], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0321], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0432], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0890], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1126], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1246], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1368], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1490], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1739], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1865], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2120], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2380], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2644], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3047], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3320], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3459], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3598], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3738], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3879], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4020], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4306], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4450], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4741], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4888], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5332], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5481], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5631], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5934], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[1.6985, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6066], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5915], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5765], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5616], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5467], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5172], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5025], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4735], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4305], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3882], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3605], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3467], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3195], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3061], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2927], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2795], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2275], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2148], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1896], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1772], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1649], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1528], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1288], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0938], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0489], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0167], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9858], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9660], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9192], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8532], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8247], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8116], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7673], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7627], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7542], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7466], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7292], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7252], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7210], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7186, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7186], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7186], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7189], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7193], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7200], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7210], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7221], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7236], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7252], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7271], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7292], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7315], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7341], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7369], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7399], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7466], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7503], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7542], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7584], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7627], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7673], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7721], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7771], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7878], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7934], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8116], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8180], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8247], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8315], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8386], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8532], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8686], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8766], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8931], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9016], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9103], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9192], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9374], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9660], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9858], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0167], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0489], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0711], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0824], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0938], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1053], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1288], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1528], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1649], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1772], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1896], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2021], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2148], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2275], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2403], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2795], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2927], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3061], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3195], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3467], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3605], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3743], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3882], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4163], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4305], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4447], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4735], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5025], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5172], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5467], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5616], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5765], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5915], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6066], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7186, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6501], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6350], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6199], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5900], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5603], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5164], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5019], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4731], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4589], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4166], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4027], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3345], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3078], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2816], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2686], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2558], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2430], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1931], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1451], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1334], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0444], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9740], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9462], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8645], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8574], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8244], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8185], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8017], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7916], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7780], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7568], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7390], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7387, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7387], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7390], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7394], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7401], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7410], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7422], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7436], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7452], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7471], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7515], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7540], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7568], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7597], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7630], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7664], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7700], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7780], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7869], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7916], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8017], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8127], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8185], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8244], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8504], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8574], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8645], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8719], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9031], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9114], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9372], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9462], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9740], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9836], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0235], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0339], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0444], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0767], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0878], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1218], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1334], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1451], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1569], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1689], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1931], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2054], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2430], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2558], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2686], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2816], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3078], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3345], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3751], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4027], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4166], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4306], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4447], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4589], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4731], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5019], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5164], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5603], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5900], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6049], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6199], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6350], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7387, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6501], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6483], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6333], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5887], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5740], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5159], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4731], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4450], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4311], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4173], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3629], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3495], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3362], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2841], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2713], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2336], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1850], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1731], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1498], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1269], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1157], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0936], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0408], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9732], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9466], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9381], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9297], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9215], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8693], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8561], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8497], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8264], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8019], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7714], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7691], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7588, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7588], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7588], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7591], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7602], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7611], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7623], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7636], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7652], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7671], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7691], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7714], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7739], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7767], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7828], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7862], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7898], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7936], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7977], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8019], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8064], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8111], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8211], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8264], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8320], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8377], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8436], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8497], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8561], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8693], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8833], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8906], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8980], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9057], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9215], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9297], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9381], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9466], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9732], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9824], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0408], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0936], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1157], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1269], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1498], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1614], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1731], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1850], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2213], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2336], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2461], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2713], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2841], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2970], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3230], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3362], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3495], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3629], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3763], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3899], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4173], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4311], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4450], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4590], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4731], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4873], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5159], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5740], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5887], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6333], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6483], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7588, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6467], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6319], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6024], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5732], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5587], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5300], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5157], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4735], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4457], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4047], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3912], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3779], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3646], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3514], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3253], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3124], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2743], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2373], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2251], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1778], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1662], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1548], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0582], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0382], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0285], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0189], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9822], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9320], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9242], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9021], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8173], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8095], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7837], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7792], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7789, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7789], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7792], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7796], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7803], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7812], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7837], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7853], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7871], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7891], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7914], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7939], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7966], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8026], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8060], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8095], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8133], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8173], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8216], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8260], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8306], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8458], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8569], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8628], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8751], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8882], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8951], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9021], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9167], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9242], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9320], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9563], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9822], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0095], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0189], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0285], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0382], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0582], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0684], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0891], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1214], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1324], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1436], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1548], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1662], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1778], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2251], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2373], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2743], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2869], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2996], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3124], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3253], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3383], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3514], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3646], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3779], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3912], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4047], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4320], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4457], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4735], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4875], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5016], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5157], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5300], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5587], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5732], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5878], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6024], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6319], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6467], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7789, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6455], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6162], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5872], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5727], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5442], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5300], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5159], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5019], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4741], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4062], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3929], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3797], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3536], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3152], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2058], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1942], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1603], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1275], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0558], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0181], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9746], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9353], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9280], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9006], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8942], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8706], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8165], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8013], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7997], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.7990, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7990], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7992], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.7997], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8004], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8013], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8024], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8037], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8053], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8113], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8138], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8165], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8258], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8293], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8331], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8370], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8412], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8502], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8550], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8706], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8880], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8942], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9006], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9139], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9280], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9353], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9505], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9584], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9664], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9746], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0181], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0558], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0656], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0756], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1275], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1383], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1492], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1603], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1942], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2058], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2175], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2293], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2412], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2533], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2654], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3026], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3152], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3536], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3797], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3929], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4062], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4331], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4467], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4604], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4741], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4880], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5019], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5159], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5300], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5442], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5584], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5727], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5872], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6162], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6455], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6751], grad_fn=<SvdBackward>)
jacobian = tensor([[1.7990, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6887], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6592], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6301], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5868], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5164], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5025], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4888], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4081], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3950], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3435], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3308], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3059], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2936], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2814], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2574], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2222], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1881], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1339], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0831], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0361], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0097], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9929], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9328], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8846], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8745], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8528], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8364], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8291], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8253], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8191, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8191], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8193], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8198], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8205], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8213], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8225], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8238], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8253], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8271], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8291], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8313], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8337], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8364], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8423], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8528], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8567], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8608], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8652], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8697], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8745], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8846], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8899], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8955], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9133], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9261], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9328], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9468], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9540], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9848], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9929], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0097], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0271], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0361], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0544], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0734], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0831], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1030], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1132], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1339], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1552], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1661], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1770], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1881], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1994], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2222], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2574], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2694], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2814], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2936], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3059], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3308], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3435], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3562], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3690], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3950], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4081], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4213], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4480], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4751], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4888], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5025], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5164], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5303], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5584], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5726], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5868], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6156], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6301], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6592], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6739], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6887], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8191, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7023], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6876], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6585], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6296], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6153], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6010], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5868], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5727], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5587], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5172], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4764], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4497], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4364], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4233], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3845], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3466], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3218], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3096], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2736], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2502], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1939], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1305], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1204], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0816], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0540], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0365], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9451], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9205], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9148], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8940], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8893], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8591], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8471], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8454], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8438], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8394], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8392, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8392], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8394], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8399], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8405], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8414], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8425], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8438], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8454], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8471], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8513], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8537], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8563], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8591], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8621], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8689], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8725], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8764], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8805], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8848], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8893], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8940], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9093], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9148], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9205], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9263], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9324], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9451], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9518], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9954], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0195], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0279], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0365], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0540], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0631], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0816], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1007], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1105], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1204], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1305], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1511], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1616], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1722], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1830], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1939], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2049], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2273], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2387], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2502], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2619], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2736], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2975], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3096], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3218], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3466], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3591], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3717], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3845], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3973], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4103], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4233], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4364], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4497], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4630], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4764], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4899], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5172], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5309], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5448], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5587], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5727], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5868], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6010], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6153], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6296], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6585], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6730], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6876], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7023], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8392, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7161], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7014], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6724], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6580], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6437], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6153], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5872], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5732], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5048], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4914], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4780], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4648], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4386], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4000], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3500], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3256], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3136], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3017], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2667], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2552], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2439], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2327], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1580], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1280], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1088], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0994], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0546], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9988], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9578], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9287], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9234], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8886], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8736], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8691], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8606], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8593, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8593], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8600], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8606], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8626], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8639], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8654], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8671], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8691], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8712], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8736], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8762], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8790], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8820], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8852], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8886], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8923], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9044], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9089], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9184], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9234], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9287], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9341], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9578], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9775], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9915], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9988], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0139], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0217], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0297], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0378], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0546], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0633], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0721], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0994], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1088], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1280], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1580], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1683], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1999], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2107], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2217], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2327], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2439], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2552], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2667], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2782], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2899], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3017], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3136], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3256], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3378], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3500], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3748], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3874], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4000], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4128], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4256], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4386], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4516], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4648], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4780], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4914], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5048], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5319], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5594], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5732], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5872], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6153], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6294], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6437], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6580], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6724], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6869], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7014], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7161], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8593, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7445], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7008], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6864], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6721], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6579], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6437], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6296], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5740], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5603], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5467], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5197], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5064], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4932], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4669], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4539], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4411], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4283], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4156], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4030], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3906], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3659], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3538], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3417], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3180], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2718], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2385], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1653], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1265], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1172], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1080], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0814], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0728], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0562], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0325], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9832], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9158], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9120], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9084], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8936], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8839], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8807], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8796], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8794, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8794], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8796], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8801], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8807], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8816], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8826], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8839], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8854], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8871], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8891], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8912], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8936], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8961], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8989], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9019], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9050], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9084], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9120], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9158], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9284], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9330], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9378], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9590], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9648], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9707], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9832], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9897], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0103], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0175], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0249], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0325], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0481], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0562], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0644], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0728], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0814], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0901], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0990], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1080], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1172], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1265], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1456], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1653], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1754], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1856], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1959], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2169], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2385], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2495], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2606], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2718], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2947], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3180], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3298], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3417], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3538], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3659], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3782], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3906], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4030], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4156], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4283], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4411], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4539], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4669], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4800], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4932], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5064], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5197], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5332], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5467], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5603], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5740], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5878], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6016], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6156], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6296], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6437], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6579], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6721], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6864], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7008], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8794, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7445], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7583], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7437], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7005], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6863], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6721], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6580], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6301], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6162], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6024], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5887], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5616], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5481], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5348], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5215], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4953], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4694], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4566], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4439], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4064], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3699], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3579], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3460], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3227], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3112], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2340], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2029], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1928], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1729], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1260], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1082], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0996], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0746], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0588], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0291], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0221], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0087], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0022], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9783], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9526], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9437], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9188], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9112], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9055], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9027], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9017], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.8995, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8995], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.8997], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9002], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9008], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9017], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9027], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9040], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9055], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9072], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9112], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9135], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9160], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9188], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9249], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9282], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9318], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9356], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9395], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9437], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9526], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9573], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9623], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9674], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9728], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9783], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9840], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9899], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9960], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0022], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0087], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0153], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0221], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0291], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0436], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0511], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0588], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0666], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0746], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0828], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0996], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1082], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1170], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1260], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1537], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1633], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1729], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1928], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2029], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2131], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2235], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2340], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2447], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2554], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2663], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2774], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2885], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2998], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3112], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3227], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3460], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3579], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3699], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3819], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3941], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4064], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4188], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4313], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4439], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4566], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4694], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4823], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4953], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5083], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5215], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5348], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5481], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5616], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5751], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5887], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6024], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6162], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6301], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6440], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6580], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6721], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6863], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7005], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7437], grad_fn=<SvdBackward>)
jacobian = tensor([[1.8995, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7583], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7433], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7290], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7147], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7005], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6864], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6724], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6585], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5900], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5765], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5631], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5499], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5236], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4977], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4849], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4470], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4223], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4101], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3980], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3741], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3507], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3391], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3164], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2941], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2724], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2617], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2202], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2102], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2003], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1905], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1621], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1439], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1263], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1011], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0851], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0623], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9976], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9818], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9592], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9416], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9312], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9255], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9228], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9203], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9196, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9196], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9198], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9203], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9209], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9217], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9228], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9240], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9255], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9272], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9291], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9312], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9335], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9360], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9387], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9416], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9447], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9480], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9516], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9553], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9592], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9633], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9676], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9722], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9769], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9818], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9869], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9921], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9976], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0033], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0151], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0213], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0277], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0410], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0479], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0623], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0773], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0851], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0930], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1011], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1094], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1178], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1263], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1351], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1439], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1530], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1621], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1715], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1905], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2003], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2102], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2202], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2304], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2511], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2617], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2724], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2832], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2941], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3052], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3164], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3277], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3391], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3507], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3623], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3741], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3860], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3980], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4101], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4223], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4346], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4470], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4722], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4849], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4977], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5236], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5367], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5499], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5631], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5765], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5900], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6171], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6308], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6446], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6585], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6724], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6864], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7005], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7147], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7290], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7433], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9196, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7290], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7008], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6869], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6730], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6592], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6455], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6319], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6049], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5915], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5650], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5519], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5389], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5260], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5132], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5004], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4753], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4383], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4261], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4141], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3904], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3671], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3220], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3110], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3001], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2788], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2683], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2579], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2477], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2376], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2082], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1986], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1531], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1277], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0884], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0738], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0533], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0404], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0225], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9750], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9713], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9403], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9397, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9397], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9399], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9403], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9410], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9418], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9428], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9441], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9455], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9472], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9491], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9511], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9534], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9559], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9586], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9615], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9646], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9678], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9713], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9750], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9789], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9917], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9964], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0063], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0115], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0169], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0225], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0283], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0404], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0468], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0533], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0599], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0738], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0810], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0884], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0959], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1036], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1195], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1277], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1360], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1531], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1619], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1709], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1892], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1986], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2082], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2179], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2277], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2376], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2477], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2579], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2683], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2788], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2894], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3001], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3110], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3220], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3331], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3671], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3904], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4022], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4141], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4261], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4383], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4505], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4753], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4878], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5004], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5132], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5260], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5389], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5519], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5650], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5782], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5915], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6049], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6184], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6319], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6455], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6592], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6730], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6869], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7008], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7149], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7290], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7431], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7717], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9397, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7858], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7716], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7433], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7014], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6876], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6739], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6467], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6333], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6199], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6066], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5934], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5803], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5672], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5415], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5287], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5161], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4910], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4422], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4185], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4067], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3951], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3836], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3498], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3388], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3064], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2959], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2651], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2551], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2259], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2164], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1979], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1713], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1543], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1460], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1222], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1145], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1071], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0789], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0535], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0475], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0418], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0257], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0159], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0069], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0026], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9948], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9814], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9785], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9711], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9672], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9629], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9598, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9598], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9598], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9600], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9604], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9611], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9619], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9629], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9641], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9656], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9672], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9691], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9711], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9734], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9758], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9785], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9814], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9844], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9877], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9948], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9986], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0026], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0069], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0113], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0159], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0207], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0257], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0363], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0418], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0475], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0535], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0595], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0658], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0723], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0789], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0857], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0926], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0998], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1145], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1222], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1299], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1379], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1460], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1543], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1627], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1713], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1800], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1889], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1979], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2071], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2164], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2259], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2452], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2551], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2651], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2752], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2855], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2959], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3064], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3171], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3279], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3388], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3498], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3610], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3722], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3836], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3951], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4067], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4185], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4303], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4422], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4543], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4664], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4910], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5035], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5161], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5287], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5415], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5543], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5672], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5803], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5934], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6066], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6199], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6333], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6467], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6603], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6739], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6876], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7014], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7153], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7293], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7433], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7574], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7716], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7858], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9598, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8000], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7858], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7717], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7437], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7161], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7023], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6887], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6751], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6483], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6350], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5956], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5826], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5698], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5570], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5317], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5193], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4824], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4704], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4348], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4116], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3777], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3448], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3131], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3028], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2926], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2825], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2436], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2342], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2158], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2069], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1981], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1644], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1563], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1258], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0913], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0849], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0556], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0503], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0355], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0145], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0075], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9842], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9805], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[ 1.9799, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9799], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9801], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9805], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9811], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9820], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9830], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9842], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9856], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9873], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9891], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9911], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9933], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9958], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([1.9984], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0075], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0109], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0145], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0223], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0265], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0309], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0355], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0402], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0452], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0503], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0556], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0611], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0668], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0726], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0787], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0849], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0913], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1046], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1115], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1185], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1258], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1332], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1407], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1485], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1563], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1644], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1726], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1809], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1894], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1981], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2069], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2158], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2342], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2436], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2531], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2628], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2726], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2825], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2926], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3028], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3131], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3235], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3341], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3448], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3557], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3666], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3777], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3889], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4002], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4116], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4231], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4348], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4465], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4584], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4704], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4824], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4946], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5069], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5193], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5317], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5443], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5570], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5698], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5826], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5956], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6086], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6217], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6350], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6483], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6617], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6751], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6887], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7023], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7161], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7299], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7437], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7577], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7717], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7858], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8000], grad_fn=<SvdBackward>)
jacobian = tensor([[1.9799, 2.0000]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2., -2.]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8284], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8142], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7722], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7583], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7445], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7171], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6767], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6633], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6501], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6370], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6239], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6109], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5981], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5853], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5600], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5475], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5228], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4985], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4865], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4746], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4511], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4396], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4281], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4168], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4056], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3944], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3835], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3726], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3618], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3512], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3201], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2999], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2804], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2708], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2613], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2520], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2429], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2162], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1909], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1670], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1518], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1373], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1303], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0919], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0750], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0646], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0597], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0505], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0420], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0157], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0111], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0057], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0020], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0006], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[ 2.0000, -0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0000], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.0101]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0000], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.0302]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0002], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.0503]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0006], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.0704]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0012], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.0905]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0020], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.1106]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0031], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.1307]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0043], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.1508]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0057], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.1709]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0073], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.1910]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0091], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.2111]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0111], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.2312]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0133], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.2513]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0157], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.2714]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0183], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.2915]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0211], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.3116]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0241], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.3317]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0273], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.3518]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0307], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.3719]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0343], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.3920]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0380], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.4121]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0420], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.4322]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0462], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.4523]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0505], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.4724]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0550], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.4925]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0597], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.5126]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0646], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.5327]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0697], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.5528]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0750], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.5729]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0804], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.5930]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0861], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.6131]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0919], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.6332]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.0978], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.6533]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1040], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.6734]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1103], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.6935]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1168], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.7136]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1235], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.7337]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1303], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.7538]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1373], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.7739]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1445], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.7940]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1518], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.8141]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1593], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.8342]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1670], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.8543]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1748], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.8744]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1828], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.8945]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1909], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.9146]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.1992], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.9347]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2076], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.9548]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2162], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.9749]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2249], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 0.9950]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2338], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.0151]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2429], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.0352]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2520], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.0553]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2613], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.0754]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2708], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.0955]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2804], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.1156]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2901], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.1357]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.2999], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.1558]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3099], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.1759]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3201], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.1960]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3303], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.2161]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3407], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.2362]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3512], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.2563]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3618], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.2764]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3726], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.2965]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3835], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.3166]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.3944], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.3367]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4056], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.3568]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4168], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.3769]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4281], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.3970]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4396], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.4171]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4511], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.4372]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4628], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.4573]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4746], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.4774]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4865], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.4975]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.4985], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.5176]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5106], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.5377]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5228], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.5578]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5351], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.5779]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5475], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.5980]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5600], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.6181]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5726], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.6382]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5853], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.6583]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.5981], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.6784]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6109], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.6985]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6239], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.7186]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6370], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.7387]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6501], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.7588]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6633], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.7789]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6767], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.7990]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.6901], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.8191]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7035], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.8392]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7171], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.8593]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7307], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.8794]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7445], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.8995]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7583], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.9196]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7722], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.9397]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.7861], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.9598]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8001], grad_fn=<SvdBackward>)
jacobian = tensor([[2.0000, 1.9799]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8142], grad_fn=<SvdBackward>)
jacobian = tensor([[2., 2.]], grad_fn=<UnsqueezeBackward0>)
singular_values = tensor([2.8284], grad_fn=<SvdBackward>)